image manipulation

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Sylvie Le Guyader Sylvie Le Guyader
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image manipulation

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Dear list

I remember hearing or reading somewhere of a Fiji (maybe) plugin to help group leaders detect potential image manipulation but I cannot find what it was. Has anyone heard of it who could point me to the right direction?

Med vänlig hälsning / Best regards

Sylvie

@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility>
Follow our microscopy blog!<http://microscopykarolinska.se/>




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ICIT ICIT
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Re: image manipulation

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Dear Sylvie,
perhaps you mean InspectJ?

Mit vänliga hälsningar,

Mika
Kirsten Miles-2 Kirsten Miles-2
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Re: image manipulation

In reply to this post by Sylvie Le Guyader
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Hi Sylvie,
You'll hear from many others, and in particular, I'd listen carefully to
anything Doug Cromey has to say. From my research, (and I lectured on this
matter for a number of years at UVA and around the US) programs developed to
detect image manipulation have never been trustworthy and cannot replace human
assessment. I realize you've asked only to be "pointed" to the possibility, but
I'd strongly suggest avoiding that route if possible and leaning on tools found
at the ORI (Office of Research Integrity) and on Doug Cromey's digital image
ethics website.
I'm sure a good conversation will develop here and you'll come to your own
conclusions, but I do think you'll save time by developing your own departmental
guidelines for microbiology, and having a screening process for published papers
in your department. You might also refer here.
Warm regards,Kirsten
Digital Image Ethics | The Microscopy Alliance | The University of Arizona 1)
 Scientific digital images are data that can be compromised by inappropriate
manipulations. microscopy.arizona.edu  

https://ori.hhs.gov/education/products/RIandImages/default.html






On Tue, Feb 16, 2021 at 9:36 AM Sylvie Le Guyader <[hidden email]>
wrote:
*****
To join, leave or search the confocal microscopy listserv, go to:
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Post images on http://www.imgur.com  and include the link in your posting.
*****

Dear list

I remember hearing or reading somewhere of a Fiji (maybe) plugin to help group
leaders detect potential image manipulation but I cannot find what it was. Has
anyone heard of it who could point me to the right direction?

Med vänlig hälsning / Best regards

Sylvie

@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility>
Follow our microscopy blog!<http://microscopykarolinska.se/>




När du skickar e-post till Karolinska Institutet (KI) innebär detta att KI
kommer att behandla dina personuppgifter. Här finns information om hur KI
behandlar personuppgifter<https://ki.se/medarbetare/integritetsskyddspolicy>.


Sending email to Karolinska Institutet (KI) will result in KI processing your
personal data. You can read more about KI's processing of personal data here<
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Jeremy Adler-4 Jeremy Adler-4
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Re: image manipulation

In reply to this post by Sylvie Le Guyader
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Hej Sylvie,

1) look at the histogram for each channel
2) use a variance filter - if bits have been cut and pasted from different original images, the variance in the background may differ.
3) a more sophisticated option is to look for the local poisson noise - this should be the same in all areas of the image with a similar intensity - but will differ if cutting and pasting has been used.

However there is a competition between those committing fraud and those chasing fraud - both improve.
There is also a major interest in comparing papers to check if the same image has been re used.

Jeremy
===============================================
                    B i o V i s   P l a t f o r m of  Uppsala University
                   Light & EM microscopy / FlowCytometry & Cell Sorting / Image Analysis
===============================================
Jeremy Adler   PhD - Senior research engineer
Light, Confocal Microscopy, Image Analysis
E-mail: [hidden email]
070-1679349

Dag Hammarskjölds v 20
751 85 UPPSALA, SWEDEN
http://biovis.uu.se/
===============================================







-----Original Message-----
From: Confocal Microscopy List <[hidden email]> On Behalf Of Sylvie Le Guyader
Sent: Tuesday, February 16, 2021 3:17 PM
To: [hidden email]
Subject: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Dear list

I remember hearing or reading somewhere of a Fiji (maybe) plugin to help group leaders detect potential image manipulation but I cannot find what it was. Has anyone heard of it who could point me to the right direction?

Med vänlig hälsning / Best regards

Sylvie

@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility>
Follow our microscopy blog!<http://microscopykarolinska.se/>




När du skickar e-post till Karolinska Institutet (KI) innebär detta att KI kommer att behandla dina personuppgifter. Här finns information om hur KI behandlar personuppgifter<https://ki.se/medarbetare/integritetsskyddspolicy>.


Sending email to Karolinska Institutet (KI) will result in KI processing your personal data. You can read more about KI's processing of personal data here<https://ki.se/en/staff/data-protection-policy>.








När du har kontakt med oss på Uppsala universitet med e-post så innebär det att vi behandlar dina personuppgifter. För att läsa mer om hur vi gör det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/

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Armstrong, Brian Armstrong, Brian
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Re: image manipulation

In reply to this post by Sylvie Le Guyader
*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Hi Sylvie, I think that you might be referring to ORI Droplets that can be used in Fiji.
https://ori.hhs.gov/droplets

Cheers,

Brian Armstrong PhD
Associate Research Professor
Developmental and Stem Cell Biology
Diabetes and Metabolic Diseases
Director, Light Microscopy Core
Beckman Research Institute, City of Hope


-----Original Message-----
From: Confocal Microscopy List [mailto:[hidden email]] On Behalf Of Sylvie Le Guyader
Sent: Tuesday, February 16, 2021 6:17 AM
To: [hidden email]
Subject: image manipulation

[Attention: This email came from an external source. Do not open attachments or click on links from unknown senders or unexpected emails.]

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Post images on https://urldefense.com/v3/__http://www.imgur.com__;!!Fou38LsQmgU!6uqFp_SB4aXrBYDXGifPrnhMgyX6WFoMfnfMQVa_Qnu0gYE9VQQGNiS3o1Gfc2w$  and include the link in your posting.
*****

Dear list

I remember hearing or reading somewhere of a Fiji (maybe) plugin to help group leaders detect potential image manipulation but I cannot find what it was. Has anyone heard of it who could point me to the right direction?

Med vänlig hälsning / Best regards

Sylvie

@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
LCI website<https://urldefense.com/v3/__https://ki.se/en/bionut/welcome-to-the-lci-facility__;!!Fou38LsQmgU!6uqFp_SB4aXrBYDXGifPrnhMgyX6WFoMfnfMQVa_Qnu0gYE9VQQGNiS3O2pmHog$ > Follow our microscopy blog!<https://urldefense.com/v3/__http://microscopykarolinska.se/__;!!Fou38LsQmgU!6uqFp_SB4aXrBYDXGifPrnhMgyX6WFoMfnfMQVa_Qnu0gYE9VQQGNiS38IZsI3I$ >




När du skickar e-post till Karolinska Institutet (KI) innebär detta att KI kommer att behandla dina personuppgifter. Här finns information om hur KI behandlar personuppgifter<https://urldefense.com/v3/__https://ki.se/medarbetare/integritetsskyddspolicy__;!!Fou38LsQmgU!6uqFp_SB4aXrBYDXGifPrnhMgyX6WFoMfnfMQVa_Qnu0gYE9VQQGNiS3hKnKg-4$ >.


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Oliver Biehlmaier-2 Oliver Biehlmaier-2
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Re: image manipulation

In reply to this post by Sylvie Le Guyader
*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Hi Sylvie,

- For a first quick check of images: https://29a.ch/photo-forensics/#forensic-magnifier
- More detailed analysis
* InspectJ in FIJI: https://github.com/ZMBH-Imaging-Facility/InspectJ
* ORI Forensic tools: https://ori.hhs.gov/forensic-tools
However, the ORI-tools are not recommended for teaching purposes as this is based on Photoshop actions and you want to keep any next generation life scientist away from Photoshop as long as possible as this is clearly NOT what should be used on scientific images.

There are also commercial solutions. E.g Mike Rossner is now running a service….

Best regards,
Oliver



Oliver Biehlmaier, PhD | Head of Imaging Core Facility  | Biozentrum, University of Basel | Klingelbergstrasse 50/70 | CH-4056 Basel
Phone: +41 61 207 20 73 | Email: [hidden email]<mailto:[hidden email]> | www.biozentrum.unibas.ch/imcf<http://www.biozentrum.unibas.ch/imcf> | www.microscopynetwork.unibas.ch<http://www.microscopynetwork.unibas.ch/> | https://www.ls2.ch/sections/microscopy | @imcf_basel<https://twitter.com/imcf_basel> | Online office: https://wiki.biozentrum.unibas.ch/x/YFYfCw | Email to [hidden email]<mailto:[hidden email]> to reach all IMCF-members







On 16 Feb 2021, at 15:17, Sylvie Le Guyader <[hidden email]<mailto:[hidden email]>> wrote:

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Dear list

I remember hearing or reading somewhere of a Fiji (maybe) plugin to help group leaders detect potential image manipulation but I cannot find what it was. Has anyone heard of it who could point me to the right direction?

Med vänlig hälsning / Best regards

Sylvie

@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility>
Follow our microscopy blog!<http://microscopykarolinska.se/>




När du skickar e-post till Karolinska Institutet (KI) innebär detta att KI kommer att behandla dina personuppgifter. Här finns information om hur KI behandlar personuppgifter<https://ki.se/medarbetare/integritetsskyddspolicy>.


Sending email to Karolinska Institutet (KI) will result in KI processing your personal data. You can read more about KI's processing of personal data here<https://ki.se/en/staff/data-protection-policy>.

Sylvie Le Guyader Sylvie Le Guyader
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Thanks everyone. I am not trying to come up with my own rules or even hunt manipulations.
I have a clear case of manipulation by someone who had no bad intention but only a lack of knowledge. I remembered hearing about InspectJ but could not put my brain to finding the name. I would like to test it.
As usual, thanks everyone for the quick help! 😊

Med vänlig hälsning / Best regards
 
Sylvie
 
@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
LCI website
Follow our microscopy blog!

-----Original Message-----
From: Confocal Microscopy List <[hidden email]> On Behalf Of Oliver Biehlmaier
Sent: 16 February 2021 17:44
To: [hidden email]
Subject: Re: image manipulation

*****
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Post images on https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=IVitJou%2BT%2FIm1AjCgCknAPRDMvcBGatuJeMKK07TpsU%3D&amp;reserved=0 and include the link in your posting.
*****

Hi Sylvie,

- For a first quick check of images: https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2F29a.ch%2Fphoto-forensics%2F%23forensic-magnifier&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=l%2BgRlBu%2F2upAJ5%2BT1%2FCrcy1oTpBKCKwdEt5Fw%2FgZr1A%3D&amp;reserved=0
- More detailed analysis
* InspectJ in FIJI: https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2FZMBH-Imaging-Facility%2FInspectJ&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=aueVePOrbMugAzilLTvaHPQZcUkDh71rpcBk7UQfLQ8%3D&amp;reserved=0
* ORI Forensic tools: https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fori.hhs.gov%2Fforensic-tools&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=SouJ0S9W1yz%2BHqN2rs769xVAqcGhh8wjTqHk%2FgXpF8A%3D&amp;reserved=0
However, the ORI-tools are not recommended for teaching purposes as this is based on Photoshop actions and you want to keep any next generation life scientist away from Photoshop as long as possible as this is clearly NOT what should be used on scientific images.

There are also commercial solutions. E.g Mike Rossner is now running a service….

Best regards,
Oliver



Oliver Biehlmaier, PhD | Head of Imaging Core Facility  | Biozentrum, University of Basel | Klingelbergstrasse 50/70 | CH-4056 Basel
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On 16 Feb 2021, at 15:17, Sylvie Le Guyader <[hidden email]<mailto:[hidden email]>> wrote:

*****
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*****

Dear list

I remember hearing or reading somewhere of a Fiji (maybe) plugin to help group leaders detect potential image manipulation but I cannot find what it was. Has anyone heard of it who could point me to the right direction?

Med vänlig hälsning / Best regards

Sylvie

@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
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Benjamin Smith Benjamin Smith
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Similar to the suggestion of searching for local changes in Poisson noise,
looking at the Fourier transform of an image can tell you a lot.  A simple
cut and paste or lossy compression can add high frequency harmonics, and
convolutions are easily discernible in Fourier space.  Even convolutions
that are hard to visually distinguish in image space, such as a Gaussian
filter vs. a mean filter, are easy to distinguish in Fourier space:
http://bit.ly/2NBQQfO

Boundaries of dissimilar regions of an image can also be found pretty
easily with a simple high pass filter.

-Ben Smith

On Tue, Feb 16, 2021 at 8:59 AM Sylvie Le Guyader <[hidden email]>
wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> Thanks everyone. I am not trying to come up with my own rules or even hunt
> manipulations.
> I have a clear case of manipulation by someone who had no bad intention
> but only a lack of knowledge. I remembered hearing about InspectJ but could
> not put my brain to finding the name. I would like to test it.
> As usual, thanks everyone for the quick help! 😊
>
> Med vänlig hälsning / Best regards
>
> Sylvie
>
> @@@@@@@@@@@@@@@@@@@@@@@@
> Sylvie Le Guyader, PhD
> Live Cell Imaging Facility Manager
> Karolinska Institutet- Bionut Dpt
> Blickagången 16,
> Room 7362 (lab)/7840 (office)
> 14157 Huddinge, Sweden
> mobile: +46 (0) 73 733 5008
> LCI website
> Follow our microscopy blog!
>
> -----Original Message-----
> From: Confocal Microscopy List <[hidden email]> On
> Behalf Of Oliver Biehlmaier
> Sent: 16 February 2021 17:44
> To: [hidden email]
> Subject: Re: image manipulation
>
> *****
> To join, leave or search the confocal microscopy listserv, go to:
>
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=I8W75AXxqFb3IapRHFjhlEV9jCwRtkn9iLbH6OS%2BDPQ%3D&amp;reserved=0
> Post images on
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> and include the link in your posting.
> *****
>
> Hi Sylvie,
>
> - For a first quick check of images:
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2F29a.ch%2Fphoto-forensics%2F%23forensic-magnifier&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=l%2BgRlBu%2F2upAJ5%2BT1%2FCrcy1oTpBKCKwdEt5Fw%2FgZr1A%3D&amp;reserved=0
> - More detailed analysis
> * InspectJ in FIJI:
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2FZMBH-Imaging-Facility%2FInspectJ&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=aueVePOrbMugAzilLTvaHPQZcUkDh71rpcBk7UQfLQ8%3D&amp;reserved=0
> * ORI Forensic tools:
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fori.hhs.gov%2Fforensic-tools&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894216881%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=SouJ0S9W1yz%2BHqN2rs769xVAqcGhh8wjTqHk%2FgXpF8A%3D&amp;reserved=0
> However, the ORI-tools are not recommended for teaching purposes as this
> is based on Photoshop actions and you want to keep any next generation life
> scientist away from Photoshop as long as possible as this is clearly NOT
> what should be used on scientific images.
>
> There are also commercial solutions. E.g Mike Rossner is now running a
> service….
>
> Best regards,
> Oliver
>
>
>
> Oliver Biehlmaier, PhD | Head of Imaging Core Facility  | Biozentrum,
> University of Basel | Klingelbergstrasse 50/70 | CH-4056 Basel
> Phone: +41 61 207 20 73 | Email: [hidden email]<mailto:
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>
>
> On 16 Feb 2021, at 15:17, Sylvie Le Guyader <[hidden email]
> <mailto:[hidden email]>> wrote:
>
> *****
> To join, leave or search the confocal microscopy listserv, go to:
>
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894226882%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=CvTb8UBQt%2BZKmbe1A9N9WrdT3%2Fh40t39CUp%2BNgn84DM%3D&amp;reserved=0
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> and include the link in your posting.
> *****
>
> Dear list
>
> I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
> group leaders detect potential image manipulation but I cannot find what it
> was. Has anyone heard of it who could point me to the right direction?
>
> Med vänlig hälsning / Best regards
>
> Sylvie
>
> @@@@@@@@@@@@@@@@@@@@@@@@
> Sylvie Le Guyader, PhD
> Live Cell Imaging Facility Manager
> Karolinska Institutet- Bionut Dpt
> Blickagången 16,
> Room 7362 (lab)/7840 (office)
> 14157 Huddinge, Sweden
> mobile: +46 (0) 73 733 5008
> LCI website<
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fki.se%2Fen%2Fbionut%2Fwelcome-to-the-lci-facility&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894226882%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=yoWk0NtRwCi7hcGGBQVN5p3h1bbxbpsbp9Aus87HeBU%3D&amp;reserved=0
> >
> Follow our microscopy blog!<
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fmicroscopykarolinska.se%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894226882%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=4wUhQ9RYEaQpOe%2FzIqakEAiz3WmRyifR1lgdy%2FGuvfA%3D&amp;reserved=0
> >
>
>
>
>
> När du skickar e-post till Karolinska Institutet (KI) innebär detta att KI
> kommer att behandla dina personuppgifter. Här finns information om hur KI
> behandlar personuppgifter<
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fki.se%2Fmedarbetare%2Fintegritetsskyddspolicy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7C061fd34fe83949da64d708d8d29a2c4b%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637490906894226882%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=CfgIa37GOsb3ad%2B6Vdw1UWqOZ3iKWoorV4SPh8LeJ8o%3D&amp;reserved=0
> >.
>
>
> Sending email to Karolinska Institutet (KI) will result in KI processing
> your personal data. You can read more about KI's processing of personal
> data here<https://ki.se/en/staff/data-protection-policy>.
>
>

--
Benjamin E. Smith, Ph. D.
Imaging Specialist, Vision Science
University of California, Berkeley
195 Weill Hall
Berkeley, CA  94720-3200
Tel  (510) 642-9712
Fax (510) 643-6791
e-mail: [hidden email]
https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microscopic-imaging/
Zdenek Svindrych-2 Zdenek Svindrych-2
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Re: image manipulation

In reply to this post by Jeremy Adler-4
*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Hi Jeremy and other listers,

you don't really need any of these tricks to discern fraudulent images, as
an extreme example see the figure 5d here
[ https://www.sciencedirect.com/science/article/pii/S0920586118310848 ]
or here if paywalled:
[ https://scihubtw.tw/10.1016/j.cattod.2019.01.024 ]
The curves are just scaled copies of the same curve, as pointed out here [
https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926 ],
unbelievable!

Worth noting, after couple retractions (e.g. Nature Communications, see [
https://pubmed.ncbi.nlm.nih.gov/33239646/ ]) and countless allegations of
fraud, the group is still in business, publishing, receiving grants...

Don't let anything like this happen (even unintentionally), as it could
(and should) ruin your career!

If anyone has a suspicion of undisclosed image manipulations in their
group, just talk to your lab members. It's OK to make figures nicer and
easier to understand, just don't hide it. Even photoshoping is fine, as
long as you disclose it (well, the reviewers might not be happy, but you
can respond in the rebuttal that "we achieved the same result in ImageJ by
doing this, this and this...").

For honest and open science,
zdenek



On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]> wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> Hej Sylvie,
>
> 1) look at the histogram for each channel
> 2) use a variance filter - if bits have been cut and pasted from different
> original images, the variance in the background may differ.
> 3) a more sophisticated option is to look for the local poisson noise -
> this should be the same in all areas of the image with a similar intensity
> - but will differ if cutting and pasting has been used.
>
> However there is a competition between those committing fraud and those
> chasing fraud - both improve.
> There is also a major interest in comparing papers to check if the same
> image has been re used.
>
> Jeremy
> ===============================================
>                     B i o V i s   P l a t f o r m of  Uppsala University
>                    Light & EM microscopy / FlowCytometry & Cell Sorting /
> Image Analysis
> ===============================================
> Jeremy Adler   PhD - Senior research engineer
> Light, Confocal Microscopy, Image Analysis
> E-mail: [hidden email]
> 070-1679349
>
> Dag Hammarskjölds v 20
> 751 85 UPPSALA, SWEDEN
> http://biovis.uu.se/
> ===============================================
>
>
>
>
>
>
>
> -----Original Message-----
> From: Confocal Microscopy List <[hidden email]> On
> Behalf Of Sylvie Le Guyader
> Sent: Tuesday, February 16, 2021 3:17 PM
> To: [hidden email]
> Subject: image manipulation
>
> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> Dear list
>
> I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
> group leaders detect potential image manipulation but I cannot find what it
> was. Has anyone heard of it who could point me to the right direction?
>
> Med vänlig hälsning / Best regards
>
> Sylvie
>
> @@@@@@@@@@@@@@@@@@@@@@@@
> Sylvie Le Guyader, PhD
> Live Cell Imaging Facility Manager
> Karolinska Institutet- Bionut Dpt
> Blickagången 16,
> Room 7362 (lab)/7840 (office)
> 14157 Huddinge, Sweden
> mobile: +46 (0) 73 733 5008
> LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility>
> Follow our microscopy blog!<http://microscopykarolinska.se/>
>
>
>
>
> När du skickar e-post till Karolinska Institutet (KI) innebär detta att KI
> kommer att behandla dina personuppgifter. Här finns information om hur KI
> behandlar personuppgifter<
> https://ki.se/medarbetare/integritetsskyddspolicy>.
>
>
> Sending email to Karolinska Institutet (KI) will result in KI processing
> your personal data. You can read more about KI's processing of personal
> data here<https://ki.se/en/staff/data-protection-policy>.
>
>
>
>
>
>
>
>
> När du har kontakt med oss på Uppsala universitet med e-post så innebär
> det att vi behandlar dina personuppgifter. För att läsa mer om hur vi gör
> det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/
>
> E-mailing Uppsala University means that we will process your personal
> data. For more information on how this is performed, please read here:
> http://www.uu.se/en/about-uu/data-protection-policy
>


--
--
Zdenek Svindrych, Ph.D.
Research Scientist - Microscopy Imaging Specialist
Department of Biochemistry and Cell Biology
Geisel School of Medicine at Dartmouth
Praju Vikas Anekal Praju Vikas Anekal
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Dear Zdenek,

I completely agree with your concluding statements in your post.

Often, during image analysis, there are image processing steps that dramatically modify the image histogram and manipulate the images as part of the analysis workflow. However, I emphasis to the researchers I’m helping to document every step of the workflow and justify each step. This way, any image modification/manipulation is fully transparent and adequately justified for the reviewers and readers.
In fact, I usually recommend to users to create an image stack that captures each modification made as a slice in that stack. The final stack can even be uploaded as supplementary images when possible.

I believe that transparency is key.

Cheers

Yours sincerely,

Praju Vikas Anekal. Ph.D.
Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research Unit.
Faculty of Medical and Health Sciences, The University of Auckland.
E-Mail : [hidden email]<mailto:[hidden email]> , Ext : 87831

From: Confocal Microscopy List <[hidden email]> On Behalf Of Zdenek Svindrych
Sent: Wednesday, 17 February 2021 9:34 AM
To: [hidden email]
Subject: Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
Post images on http://www.imgur.com<http://www.imgur.com> and include the link in your posting.
*****

Hi Jeremy and other listers,

you don't really need any of these tricks to discern fraudulent images, as
an extreme example see the figure 5d here
[ https://www.sciencedirect.com/science/article/pii/S0920586118310848<https://www.sciencedirect.com/science/article/pii/S0920586118310848> ]
or here if paywalled:
[ https://scihubtw.tw/10.1016/j.cattod.2019.01.024<https://scihubtw.tw/10.1016/j.cattod.2019.01.024> ]
The curves are just scaled copies of the same curve, as pointed out here [
https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926<https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926> ],
unbelievable!

Worth noting, after couple retractions (e.g. Nature Communications, see [
https://pubmed.ncbi.nlm.nih.gov/33239646/<https://pubmed.ncbi.nlm.nih.gov/33239646> ]) and countless allegations of
fraud, the group is still in business, publishing, receiving grants...

Don't let anything like this happen (even unintentionally), as it could
(and should) ruin your career!

If anyone has a suspicion of undisclosed image manipulations in their
group, just talk to your lab members. It's OK to make figures nicer and
easier to understand, just don't hide it. Even photoshoping is fine, as
long as you disclose it (well, the reviewers might not be happy, but you
can respond in the rebuttal that "we achieved the same result in ImageJ by
doing this, this and this...").

For honest and open science,
zdenek



On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]<mailto:[hidden email]>> wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> Post images on http://www.imgur.com<http://www.imgur.com> and include the link in your posting.
> *****
>
> Hej Sylvie,
>
> 1) look at the histogram for each channel
> 2) use a variance filter - if bits have been cut and pasted from different
> original images, the variance in the background may differ.
> 3) a more sophisticated option is to look for the local poisson noise -
> this should be the same in all areas of the image with a similar intensity
> - but will differ if cutting and pasting has been used.
>
> However there is a competition between those committing fraud and those
> chasing fraud - both improve.
> There is also a major interest in comparing papers to check if the same
> image has been re used.
>
> Jeremy
> ===============================================
> B i o V i s P l a t f o r m of Uppsala University
> Light & EM microscopy / FlowCytometry & Cell Sorting /
> Image Analysis
> ===============================================
> Jeremy Adler PhD - Senior research engineer
> Light, Confocal Microscopy, Image Analysis
> E-mail: [hidden email]<mailto:[hidden email]>
> 070-1679349
>
> Dag Hammarskjölds v 20
> 751 85 UPPSALA, SWEDEN
> http://biovis.uu.se/<http://biovis.uu.se>
> ===============================================
>
>
>
>
>
>
>
> -----Original Message-----
> From: Confocal Microscopy List <[hidden email]<mailto:[hidden email]>> On
> Behalf Of Sylvie Le Guyader
> Sent: Tuesday, February 16, 2021 3:17 PM
> To: [hidden email]<mailto:[hidden email]>
> Subject: image manipulation
>
> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> Post images on http://www.imgur.com<http://www.imgur.com> and include the link in your posting.
> *****
>
> Dear list
>
> I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
> group leaders detect potential image manipulation but I cannot find what it
> was. Has anyone heard of it who could point me to the right direction?
>
> Med vänlig hälsning / Best regards
>
> Sylvie
>
> @@@@@@@@@@@@@@@@@@@@@@@@
> Sylvie Le Guyader, PhD
> Live Cell Imaging Facility Manager
> Karolinska Institutet- Bionut Dpt
> Blickagången 16,
> Room 7362 (lab)/7840 (office)
> 14157 Huddinge, Sweden
> mobile: +46 (0) 73 733 5008
> LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility<https://ki.se/en/bionut/welcome-to-the-lci-facility>>
> Follow our microscopy blog!<http://microscopykarolinska.se/<http://microscopykarolinska.se>>
>
>
>
>
> När du skickar e-post till Karolinska Institutet (KI) innebär detta att KI
> kommer att behandla dina personuppgifter. Här finns information om hur KI
> behandlar personuppgifter<
> https://ki.se/medarbetare/integritetsskyddspolicy<https://ki.se/medarbetare/integritetsskyddspolicy>>.
>
>
> Sending email to Karolinska Institutet (KI) will result in KI processing
> your personal data. You can read more about KI's processing of personal
> data here<https://ki.se/en/staff/data-protection-policy<https://ki.se/en/staff/data-protection-policy>>.
>
>
>
>
>
>
>
>
> När du har kontakt med oss på Uppsala universitet med e-post så innebär
> det att vi behandlar dina personuppgifter. För att läsa mer om hur vi gör
> det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/<http://www.uu.se/om-uu/dataskydd-personuppgifter>
>
> E-mailing Uppsala University means that we will process your personal
> data. For more information on how this is performed, please read here:
> http://www.uu.se/en/about-uu/data-protection-policy<http://www.uu.se/en/about-uu/data-protection-policy>
>


--
--
Zdenek Svindrych, Ph.D.
Research Scientist - Microscopy Imaging Specialist
Department of Biochemistry and Cell Biology
Geisel School of Medicine at Dartmouth
Benjamin Smith Benjamin Smith
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

I really like Zdenek's supplemental movie stack idea.  I've also used flow
charts to show the processing steps along with a link for downloading a
macro that does these steps: http://bit.ly/3jYyC4e

Both of these ideas are a win-win, because not only does it clearly
disclose your processing steps for people who may want to reproduce your
analysis, but it also makes it much easier for the reviewers to understand
how each step impacted the image.

On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <[hidden email]>
wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> Dear Zdenek,
>
> I completely agree with your concluding statements in your post.
>
> Often, during image analysis, there are image processing steps that
> dramatically modify the image histogram and manipulate the images as part
> of the analysis workflow. However, I emphasis to the researchers I’m
> helping to document every step of the workflow and justify each step. This
> way, any image modification/manipulation is fully transparent and
> adequately justified for the reviewers and readers.
> In fact, I usually recommend to users to create an image stack that
> captures each modification made as a slice in that stack. The final stack
> can even be uploaded as supplementary images when possible.
>
> I believe that transparency is key.
>
> Cheers
>
> Yours sincerely,
>
> Praju Vikas Anekal. Ph.D.
> Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research
> Unit.
> Faculty of Medical and Health Sciences, The University of Auckland.
> E-Mail : [hidden email]<mailto:[hidden email]> , Ext :
> 87831
>
> From: Confocal Microscopy List <[hidden email]> On
> Behalf Of Zdenek Svindrych
> Sent: Wednesday, 17 February 2021 9:34 AM
> To: [hidden email]
> Subject: Re: image manipulation
>
> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> Post images on http://www.imgur.com<http://www.imgur.com> and include the
> link in your posting.
> *****
>
> Hi Jeremy and other listers,
>
> you don't really need any of these tricks to discern fraudulent images, as
> an extreme example see the figure 5d here
> [ https://www.sciencedirect.com/science/article/pii/S0920586118310848<
> https://www.sciencedirect.com/science/article/pii/S0920586118310848> ]
> or here if paywalled:
> [ https://scihubtw.tw/10.1016/j.cattod.2019.01.024<
> https://scihubtw.tw/10.1016/j.cattod.2019.01.024> ]
> The curves are just scaled copies of the same curve, as pointed out here [
> https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926<
> https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926> ],
> unbelievable!
>
> Worth noting, after couple retractions (e.g. Nature Communications, see [
> https://pubmed.ncbi.nlm.nih.gov/33239646/<
> https://pubmed.ncbi.nlm.nih.gov/33239646> ]) and countless allegations of
> fraud, the group is still in business, publishing, receiving grants...
>
> Don't let anything like this happen (even unintentionally), as it could
> (and should) ruin your career!
>
> If anyone has a suspicion of undisclosed image manipulations in their
> group, just talk to your lab members. It's OK to make figures nicer and
> easier to understand, just don't hide it. Even photoshoping is fine, as
> long as you disclose it (well, the reviewers might not be happy, but you
> can respond in the rebuttal that "we achieved the same result in ImageJ by
> doing this, this and this...").
>
> For honest and open science,
> zdenek
>
>
>
> On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
> <mailto:[hidden email]>> wrote:
>
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > Post images on http://www.imgur.com<http://www.imgur.com> and include
> the link in your posting.
> > *****
> >
> > Hej Sylvie,
> >
> > 1) look at the histogram for each channel
> > 2) use a variance filter - if bits have been cut and pasted from
> different
> > original images, the variance in the background may differ.
> > 3) a more sophisticated option is to look for the local poisson noise -
> > this should be the same in all areas of the image with a similar
> intensity
> > - but will differ if cutting and pasting has been used.
> >
> > However there is a competition between those committing fraud and those
> > chasing fraud - both improve.
> > There is also a major interest in comparing papers to check if the same
> > image has been re used.
> >
> > Jeremy
> > ===============================================
> > B i o V i s P l a t f o r m of Uppsala University
> > Light & EM microscopy / FlowCytometry & Cell Sorting /
> > Image Analysis
> > ===============================================
> > Jeremy Adler PhD - Senior research engineer
> > Light, Confocal Microscopy, Image Analysis
> > E-mail: [hidden email]<mailto:[hidden email]>
> > 070-1679349
> >
> > Dag Hammarskjölds v 20
> > 751 85 UPPSALA, SWEDEN
> > http://biovis.uu.se/<http://biovis.uu.se>
> > ===============================================
> >
> >
> >
> >
> >
> >
> >
> > -----Original Message-----
> > From: Confocal Microscopy List <[hidden email]<mailto:
> [hidden email]>> On
> > Behalf Of Sylvie Le Guyader
> > Sent: Tuesday, February 16, 2021 3:17 PM
> > To: [hidden email]<mailto:
> [hidden email]>
> > Subject: image manipulation
> >
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > Post images on http://www.imgur.com<http://www.imgur.com> and include
> the link in your posting.
> > *****
> >
> > Dear list
> >
> > I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
> > group leaders detect potential image manipulation but I cannot find what
> it
> > was. Has anyone heard of it who could point me to the right direction?
> >
> > Med vänlig hälsning / Best regards
> >
> > Sylvie
> >
> > @@@@@@@@@@@@@@@@@@@@@@@@
> > Sylvie Le Guyader, PhD
> > Live Cell Imaging Facility Manager
> > Karolinska Institutet- Bionut Dpt
> > Blickagången 16,
> > Room 7362 (lab)/7840 (office)
> > 14157 Huddinge, Sweden
> > mobile: +46 (0) 73 733 5008
> > LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility<
> https://ki.se/en/bionut/welcome-to-the-lci-facility>>
> > Follow our microscopy blog!<http://microscopykarolinska.se/<
> http://microscopykarolinska.se>>
> >
> >
> >
> >
> > När du skickar e-post till Karolinska Institutet (KI) innebär detta att
> KI
> > kommer att behandla dina personuppgifter. Här finns information om hur KI
> > behandlar personuppgifter<
> > https://ki.se/medarbetare/integritetsskyddspolicy<
> https://ki.se/medarbetare/integritetsskyddspolicy>>.
> >
> >
> > Sending email to Karolinska Institutet (KI) will result in KI processing
> > your personal data. You can read more about KI's processing of personal
> > data here<https://ki.se/en/staff/data-protection-policy<
> https://ki.se/en/staff/data-protection-policy>>.
> >
> >
> >
> >
> >
> >
> >
> >
> > När du har kontakt med oss på Uppsala universitet med e-post så innebär
> > det att vi behandlar dina personuppgifter. För att läsa mer om hur vi gör
> > det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/<
> http://www.uu.se/om-uu/dataskydd-personuppgifter>
> >
> > E-mailing Uppsala University means that we will process your personal
> > data. For more information on how this is performed, please read here:
> > http://www.uu.se/en/about-uu/data-protection-policy<
> http://www.uu.se/en/about-uu/data-protection-policy>
> >
>
>
> --
> --
> Zdenek Svindrych, Ph.D.
> Research Scientist - Microscopy Imaging Specialist
> Department of Biochemistry and Cell Biology
> Geisel School of Medicine at Dartmouth
>


--
Benjamin E. Smith, Ph. D.
Imaging Specialist, Vision Science
University of California, Berkeley
195 Weill Hall
Berkeley, CA  94720-3200
Tel  (510) 642-9712
Fax (510) 643-6791
e-mail: [hidden email]
https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microscopic-imaging/
Zdenek Svindrych-2 Zdenek Svindrych-2
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Hi Ben,
yes, z-stack of image manipulation - great idea, not mine, though.
Credits should go to Praju Vikas Anekal (Auckland? Does anybody know where
that is? Austria?)...
Sorry for the joke!
zdenek

On Tue, Feb 16, 2021 at 7:09 PM Benjamin Smith <[hidden email]>
wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> I really like Zdenek's supplemental movie stack idea.  I've also used flow
> charts to show the processing steps along with a link for downloading a
> macro that does these steps: http://bit.ly/3jYyC4e
>
> Both of these ideas are a win-win, because not only does it clearly
> disclose your processing steps for people who may want to reproduce your
> analysis, but it also makes it much easier for the reviewers to understand
> how each step impacted the image.
>
> On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <
> [hidden email]>
> wrote:
>
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> > Post images on http://www.imgur.com and include the link in your
> posting.
> > *****
> >
> > Dear Zdenek,
> >
> > I completely agree with your concluding statements in your post.
> >
> > Often, during image analysis, there are image processing steps that
> > dramatically modify the image histogram and manipulate the images as part
> > of the analysis workflow. However, I emphasis to the researchers I’m
> > helping to document every step of the workflow and justify each step.
> This
> > way, any image modification/manipulation is fully transparent and
> > adequately justified for the reviewers and readers.
> > In fact, I usually recommend to users to create an image stack that
> > captures each modification made as a slice in that stack. The final stack
> > can even be uploaded as supplementary images when possible.
> >
> > I believe that transparency is key.
> >
> > Cheers
> >
> > Yours sincerely,
> >
> > Praju Vikas Anekal. Ph.D.
> > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research
> > Unit.
> > Faculty of Medical and Health Sciences, The University of Auckland.
> > E-Mail : [hidden email]<mailto:[hidden email]> , Ext :
> > 87831
> >
> > From: Confocal Microscopy List <[hidden email]> On
> > Behalf Of Zdenek Svindrych
> > Sent: Wednesday, 17 February 2021 9:34 AM
> > To: [hidden email]
> > Subject: Re: image manipulation
> >
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > Post images on http://www.imgur.com<http://www.imgur.com> and include
> the
> > link in your posting.
> > *****
> >
> > Hi Jeremy and other listers,
> >
> > you don't really need any of these tricks to discern fraudulent images,
> as
> > an extreme example see the figure 5d here
> > [ https://www.sciencedirect.com/science/article/pii/S0920586118310848<
> > https://www.sciencedirect.com/science/article/pii/S0920586118310848> ]
> > or here if paywalled:
> > [ https://scihubtw.tw/10.1016/j.cattod.2019.01.024<
> > https://scihubtw.tw/10.1016/j.cattod.2019.01.024> ]
> > The curves are just scaled copies of the same curve, as pointed out here
> [
> > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926<
> > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926> ],
> > unbelievable!
> >
> > Worth noting, after couple retractions (e.g. Nature Communications, see [
> > https://pubmed.ncbi.nlm.nih.gov/33239646/<
> > https://pubmed.ncbi.nlm.nih.gov/33239646> ]) and countless allegations
> of
> > fraud, the group is still in business, publishing, receiving grants...
> >
> > Don't let anything like this happen (even unintentionally), as it could
> > (and should) ruin your career!
> >
> > If anyone has a suspicion of undisclosed image manipulations in their
> > group, just talk to your lab members. It's OK to make figures nicer and
> > easier to understand, just don't hide it. Even photoshoping is fine, as
> > long as you disclose it (well, the reviewers might not be happy, but you
> > can respond in the rebuttal that "we achieved the same result in ImageJ
> by
> > doing this, this and this...").
> >
> > For honest and open science,
> > zdenek
> >
> >
> >
> > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
> > <mailto:[hidden email]>> wrote:
> >
> > > *****
> > > To join, leave or search the confocal microscopy listserv, go to:
> > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > > Post images on http://www.imgur.com<http://www.imgur.com> and include
> > the link in your posting.
> > > *****
> > >
> > > Hej Sylvie,
> > >
> > > 1) look at the histogram for each channel
> > > 2) use a variance filter - if bits have been cut and pasted from
> > different
> > > original images, the variance in the background may differ.
> > > 3) a more sophisticated option is to look for the local poisson noise -
> > > this should be the same in all areas of the image with a similar
> > intensity
> > > - but will differ if cutting and pasting has been used.
> > >
> > > However there is a competition between those committing fraud and those
> > > chasing fraud - both improve.
> > > There is also a major interest in comparing papers to check if the same
> > > image has been re used.
> > >
> > > Jeremy
> > > ===============================================
> > > B i o V i s P l a t f o r m of Uppsala University
> > > Light & EM microscopy / FlowCytometry & Cell Sorting /
> > > Image Analysis
> > > ===============================================
> > > Jeremy Adler PhD - Senior research engineer
> > > Light, Confocal Microscopy, Image Analysis
> > > E-mail: [hidden email]<mailto:[hidden email]>
> > > 070-1679349
> > >
> > > Dag Hammarskjölds v 20
> > > 751 85 UPPSALA, SWEDEN
> > > http://biovis.uu.se/<http://biovis.uu.se>
> > > ===============================================
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > > -----Original Message-----
> > > From: Confocal Microscopy List <[hidden email]
> <mailto:
> > [hidden email]>> On
> > > Behalf Of Sylvie Le Guyader
> > > Sent: Tuesday, February 16, 2021 3:17 PM
> > > To: [hidden email]<mailto:
> > [hidden email]>
> > > Subject: image manipulation
> > >
> > > *****
> > > To join, leave or search the confocal microscopy listserv, go to:
> > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > > Post images on http://www.imgur.com<http://www.imgur.com> and include
> > the link in your posting.
> > > *****
> > >
> > > Dear list
> > >
> > > I remember hearing or reading somewhere of a Fiji (maybe) plugin to
> help
> > > group leaders detect potential image manipulation but I cannot find
> what
> > it
> > > was. Has anyone heard of it who could point me to the right direction?
> > >
> > > Med vänlig hälsning / Best regards
> > >
> > > Sylvie
> > >
> > > @@@@@@@@@@@@@@@@@@@@@@@@
> > > Sylvie Le Guyader, PhD
> > > Live Cell Imaging Facility Manager
> > > Karolinska Institutet- Bionut Dpt
> > > Blickagången 16,
> > > Room 7362 (lab)/7840 (office)
> > > 14157 Huddinge, Sweden
> > > mobile: +46 (0) 73 733 5008
> > > LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility<
> > https://ki.se/en/bionut/welcome-to-the-lci-facility>>
> > > Follow our microscopy blog!<http://microscopykarolinska.se/<
> > http://microscopykarolinska.se>>
> > >
> > >
> > >
> > >
> > > När du skickar e-post till Karolinska Institutet (KI) innebär detta att
> > KI
> > > kommer att behandla dina personuppgifter. Här finns information om hur
> KI
> > > behandlar personuppgifter<
> > > https://ki.se/medarbetare/integritetsskyddspolicy<
> > https://ki.se/medarbetare/integritetsskyddspolicy>>.
> > >
> > >
> > > Sending email to Karolinska Institutet (KI) will result in KI
> processing
> > > your personal data. You can read more about KI's processing of personal
> > > data here<https://ki.se/en/staff/data-protection-policy<
> > https://ki.se/en/staff/data-protection-policy>>.
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > > När du har kontakt med oss på Uppsala universitet med e-post så innebär
> > > det att vi behandlar dina personuppgifter. För att läsa mer om hur vi
> gör
> > > det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/
> <
> > http://www.uu.se/om-uu/dataskydd-personuppgifter>
> > >
> > > E-mailing Uppsala University means that we will process your personal
> > > data. For more information on how this is performed, please read here:
> > > http://www.uu.se/en/about-uu/data-protection-policy<
> > http://www.uu.se/en/about-uu/data-protection-policy>
> > >
> >
> >
> > --
> > --
> > Zdenek Svindrych, Ph.D.
> > Research Scientist - Microscopy Imaging Specialist
> > Department of Biochemistry and Cell Biology
> > Geisel School of Medicine at Dartmouth
> >
>
>
> --
> Benjamin E. Smith, Ph. D.
> Imaging Specialist, Vision Science
> University of California, Berkeley
> 195 Weill Hall
> Berkeley, CA  94720-3200
> Tel  (510) 642-9712
> Fax (510) 643-6791
> e-mail: [hidden email]
>
> https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microscopic-imaging/
>


--
--
Zdenek Svindrych, Ph.D.
Research Scientist - Microscopy Imaging Specialist
Department of Biochemistry and Cell Biology
Geisel School of Medicine at Dartmouth
Csúcs  Gábor-3 Csúcs Gábor-3
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Dear All,

This "Z-stack of image manipulation" is indeed a great idea, however for this one would also need the appropriate tools. It is clear that you can't present such an "image processing stack" for all your data. If you think of a 3D multicolor, time-lapse movie, such an experimental file can be quite large and with a "processing stack" you would multiply the size of this file. The solution would be to select one representative (single plane, single color, single time point) image and demonstrate your process there. But:
1) Selecting a representative image is not easy, Not only conceptually but also technically.
2) The concept fails if you want to do a manipulation along the time axis....

Greetings Gabor

-----Original Message-----
From: Confocal Microscopy List <[hidden email]> On Behalf Of Zdenek Svindrych
Sent: Wednesday, February 17, 2021 1:38 AM
To: [hidden email]
Subject: Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Hi Ben,
yes, z-stack of image manipulation - great idea, not mine, though.
Credits should go to Praju Vikas Anekal (Auckland? Does anybody know where that is? Austria?)...
Sorry for the joke!
zdenek

On Tue, Feb 16, 2021 at 7:09 PM Benjamin Smith <[hidden email]>
wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> I really like Zdenek's supplemental movie stack idea.  I've also used
> flow charts to show the processing steps along with a link for
> downloading a macro that does these steps: http://bit.ly/3jYyC4e
>
> Both of these ideas are a win-win, because not only does it clearly
> disclose your processing steps for people who may want to reproduce
> your analysis, but it also makes it much easier for the reviewers to
> understand how each step impacted the image.
>
> On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <
> [hidden email]>
> wrote:
>
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> > Post images on http://www.imgur.com and include the link in your
> posting.
> > *****
> >
> > Dear Zdenek,
> >
> > I completely agree with your concluding statements in your post.
> >
> > Often, during image analysis, there are image processing steps that
> > dramatically modify the image histogram and manipulate the images as
> > part of the analysis workflow. However, I emphasis to the
> > researchers I’m helping to document every step of the workflow and justify each step.
> This
> > way, any image modification/manipulation is fully transparent and
> > adequately justified for the reviewers and readers.
> > In fact, I usually recommend to users to create an image stack that
> > captures each modification made as a slice in that stack. The final
> > stack can even be uploaded as supplementary images when possible.
> >
> > I believe that transparency is key.
> >
> > Cheers
> >
> > Yours sincerely,
> >
> > Praju Vikas Anekal. Ph.D.
> > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging
> > Research Unit.
> > Faculty of Medical and Health Sciences, The University of Auckland.
> > E-Mail : [hidden email]<mailto:[hidden email]> , Ext :
> > 87831
> >
> > From: Confocal Microscopy List <[hidden email]> On
> > Behalf Of Zdenek Svindrych
> > Sent: Wednesday, 17 February 2021 9:34 AM
> > To: [hidden email]
> > Subject: Re: image manipulation
> >
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > Post images on http://www.imgur.com<http://www.imgur.com> and
> > include
> the
> > link in your posting.
> > *****
> >
> > Hi Jeremy and other listers,
> >
> > you don't really need any of these tricks to discern fraudulent
> > images,
> as
> > an extreme example see the figure 5d here [
> > https://www.sciencedirect.com/science/article/pii/S0920586118310848<
> > https://www.sciencedirect.com/science/article/pii/S0920586118310848>
> > ] or here if paywalled:
> > [ https://scihubtw.tw/10.1016/j.cattod.2019.01.024<
> > https://scihubtw.tw/10.1016/j.cattod.2019.01.024> ] The curves are
> > just scaled copies of the same curve, as pointed out here
> [
> > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926<
> > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926> ],
> > unbelievable!
> >
> > Worth noting, after couple retractions (e.g. Nature Communications,
> > see [ https://pubmed.ncbi.nlm.nih.gov/33239646/<
> > https://pubmed.ncbi.nlm.nih.gov/33239646> ]) and countless
> > allegations
> of
> > fraud, the group is still in business, publishing, receiving grants...
> >
> > Don't let anything like this happen (even unintentionally), as it
> > could (and should) ruin your career!
> >
> > If anyone has a suspicion of undisclosed image manipulations in
> > their group, just talk to your lab members. It's OK to make figures
> > nicer and easier to understand, just don't hide it. Even
> > photoshoping is fine, as long as you disclose it (well, the
> > reviewers might not be happy, but you can respond in the rebuttal
> > that "we achieved the same result in ImageJ
> by
> > doing this, this and this...").
> >
> > For honest and open science,
> > zdenek
> >
> >
> >
> > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
> > <mailto:[hidden email]>> wrote:
> >
> > > *****
> > > To join, leave or search the confocal microscopy listserv, go to:
> > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > > Post images on http://www.imgur.com<http://www.imgur.com> and
> > > include
> > the link in your posting.
> > > *****
> > >
> > > Hej Sylvie,
> > >
> > > 1) look at the histogram for each channel
> > > 2) use a variance filter - if bits have been cut and pasted from
> > different
> > > original images, the variance in the background may differ.
> > > 3) a more sophisticated option is to look for the local poisson
> > > noise - this should be the same in all areas of the image with a
> > > similar
> > intensity
> > > - but will differ if cutting and pasting has been used.
> > >
> > > However there is a competition between those committing fraud and
> > > those chasing fraud - both improve.
> > > There is also a major interest in comparing papers to check if the
> > > same image has been re used.
> > >
> > > Jeremy
> > > ===============================================
> > > B i o V i s P l a t f o r m of Uppsala University Light & EM
> > > microscopy / FlowCytometry & Cell Sorting / Image Analysis
> > > ===============================================
> > > Jeremy Adler PhD - Senior research engineer Light, Confocal
> > > Microscopy, Image Analysis
> > > E-mail: [hidden email]<mailto:[hidden email]>
> > > 070-1679349
> > >
> > > Dag Hammarskjölds v 20
> > > 751 85 UPPSALA, SWEDEN
> > > http://biovis.uu.se/<http://biovis.uu.se>
> > > ===============================================
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > > -----Original Message-----
> > > From: Confocal Microscopy List <[hidden email]
> <mailto:
> > [hidden email]>> On
> > > Behalf Of Sylvie Le Guyader
> > > Sent: Tuesday, February 16, 2021 3:17 PM
> > > To: [hidden email]<mailto:
> > [hidden email]>
> > > Subject: image manipulation
> > >
> > > *****
> > > To join, leave or search the confocal microscopy listserv, go to:
> > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > > Post images on http://www.imgur.com<http://www.imgur.com> and
> > > include
> > the link in your posting.
> > > *****
> > >
> > > Dear list
> > >
> > > I remember hearing or reading somewhere of a Fiji (maybe) plugin
> > > to
> help
> > > group leaders detect potential image manipulation but I cannot
> > > find
> what
> > it
> > > was. Has anyone heard of it who could point me to the right direction?
> > >
> > > Med vänlig hälsning / Best regards
> > >
> > > Sylvie
> > >
> > > @@@@@@@@@@@@@@@@@@@@@@@@
> > > Sylvie Le Guyader, PhD
> > > Live Cell Imaging Facility Manager Karolinska Institutet- Bionut
> > > Dpt Blickagången 16, Room 7362 (lab)/7840 (office)
> > > 14157 Huddinge, Sweden
> > > mobile: +46 (0) 73 733 5008
> > > LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility<
> > https://ki.se/en/bionut/welcome-to-the-lci-facility>>
> > > Follow our microscopy blog!<http://microscopykarolinska.se/<
> > http://microscopykarolinska.se>>
> > >
> > >
> > >
> > >
> > > När du skickar e-post till Karolinska Institutet (KI) innebär
> > > detta att
> > KI
> > > kommer att behandla dina personuppgifter. Här finns information om
> > > hur
> KI
> > > behandlar personuppgifter<
> > > https://ki.se/medarbetare/integritetsskyddspolicy<
> > https://ki.se/medarbetare/integritetsskyddspolicy>>.
> > >
> > >
> > > Sending email to Karolinska Institutet (KI) will result in KI
> processing
> > > your personal data. You can read more about KI's processing of
> > > personal data here<https://ki.se/en/staff/data-protection-policy<
> > https://ki.se/en/staff/data-protection-policy>>.
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > > När du har kontakt med oss på Uppsala universitet med e-post så
> > > innebär det att vi behandlar dina personuppgifter. För att läsa
> > > mer om hur vi
> gör
> > > det kan du läsa här:
> > > http://www.uu.se/om-uu/dataskydd-personuppgifter/
> <
> > http://www.uu.se/om-uu/dataskydd-personuppgifter>
> > >
> > > E-mailing Uppsala University means that we will process your
> > > personal data. For more information on how this is performed, please read here:
> > > http://www.uu.se/en/about-uu/data-protection-policy<
> > http://www.uu.se/en/about-uu/data-protection-policy>
> > >
> >
> >
> > --
> > --
> > Zdenek Svindrych, Ph.D.
> > Research Scientist - Microscopy Imaging Specialist Department of
> > Biochemistry and Cell Biology Geisel School of Medicine at Dartmouth
> >
>
>
> --
> Benjamin E. Smith, Ph. D.
> Imaging Specialist, Vision Science
> University of California, Berkeley
> 195 Weill Hall
> Berkeley, CA  94720-3200
> Tel  (510) 642-9712
> Fax (510) 643-6791
> e-mail: [hidden email]
>
> https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microsc
> opic-imaging/
>


--
--
Zdenek Svindrych, Ph.D.
Research Scientist - Microscopy Imaging Specialist Department of Biochemistry and Cell Biology Geisel School of Medicine at Dartmouth
Praju Vikas Anekal Praju Vikas Anekal
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

Hi All,

@Zdenek, That will be Auckland, New Zealand. ☺
Yes, we’ve had some troubles with being left off maps in the past.
(As illustrated by this classic ad from NZ tourism a few years back)
https://youtu.be/HynsTvRVLiI

@Gabor, indeed once the dimensionality of the data goes beyond 3, such processing tracking becomes a whole lot harder. And as you suggested, the most feasible ‘workaround’ is to show these steps for one representative example.
In my opinion, the most neutral way to select a ‘representative example’ is to determine the metric to be quantified from the images first. then only use an image that is no more than 1 stddev from the mean/median of said metric. This constrains your set of images you can use (hopefully ruling out outliers) but still allows you to choose a cell/image that clearly illustrates your hypothesis ( and may also be aesthetically pleasing as well).


Yours sincerely,

Praju Vikas Anekal. Ph.D.
Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research Unit.
Faculty of Medical and Health Sciences, The University of Auckland.
E-Mail : [hidden email]<mailto:[hidden email]> , Ext : 87831

From: Confocal Microscopy List <[hidden email]> On Behalf Of Csucs Gabor
Sent: Wednesday, 17 February 2021 7:54 PM
To: [hidden email]
Subject: Re: image manipulation

*****
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Post images on http://www.imgur.com<http://www.imgur.com> and include the link in your posting.
*****

Dear All,

This "Z-stack of image manipulation" is indeed a great idea, however for this one would also need the appropriate tools. It is clear that you can't present such an "image processing stack" for all your data. If you think of a 3D multicolor, time-lapse movie, such an experimental file can be quite large and with a "processing stack" you would multiply the size of this file. The solution would be to select one representative (single plane, single color, single time point) image and demonstrate your process there. But:
1) Selecting a representative image is not easy, Not only conceptually but also technically.
2) The concept fails if you want to do a manipulation along the time axis....

Greetings Gabor

-----Original Message-----
From: Confocal Microscopy List <[hidden email]<mailto:[hidden email]>> On Behalf Of Zdenek Svindrych
Sent: Wednesday, February 17, 2021 1:38 AM
To: [hidden email]<mailto:[hidden email]>
Subject: Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
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Post images on http://www.imgur.com<http://www.imgur.com> and include the link in your posting.
*****

Hi Ben,
yes, z-stack of image manipulation - great idea, not mine, though.
Credits should go to Praju Vikas Anekal (Auckland? Does anybody know where that is? Austria?)...
Sorry for the joke!
zdenek

On Tue, Feb 16, 2021 at 7:09 PM Benjamin Smith <[hidden email]<mailto:[hidden email]>>
wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> Post images on http://www.imgur.com<http://www.imgur.com> and include the link in your posting.
> *****
>
> I really like Zdenek's supplemental movie stack idea. I've also used
> flow charts to show the processing steps along with a link for
> downloading a macro that does these steps: http://bit.ly/3jYyC4e<http://bit.ly/3jYyC4e>
>
> Both of these ideas are a win-win, because not only does it clearly
> disclose your processing steps for people who may want to reproduce
> your analysis, but it also makes it much easier for the reviewers to
> understand how each step impacted the image.
>
> On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <
> [hidden email]<mailto:[hidden email]>>
> wrote:
>
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
> > Post images on http://www.imgur.com<http://www.imgur.com> and include the link in your
> posting.
> > *****
> >
> > Dear Zdenek,
> >
> > I completely agree with your concluding statements in your post.
> >
> > Often, during image analysis, there are image processing steps that
> > dramatically modify the image histogram and manipulate the images as
> > part of the analysis workflow. However, I emphasis to the
> > researchers I’m helping to document every step of the workflow and justify each step.
> This
> > way, any image modification/manipulation is fully transparent and
> > adequately justified for the reviewers and readers.
> > In fact, I usually recommend to users to create an image stack that
> > captures each modification made as a slice in that stack. The final
> > stack can even be uploaded as supplementary images when possible.
> >
> > I believe that transparency is key.
> >
> > Cheers
> >
> > Yours sincerely,
> >
> > Praju Vikas Anekal. Ph.D.
> > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging
> > Research Unit.
> > Faculty of Medical and Health Sciences, The University of Auckland.
> > E-Mail : [hidden email]<mailto:[hidden email]<mailto:[hidden email]%3cmailto:[hidden email]>> , Ext :
> > 87831
> >
> > From: Confocal Microscopy List <[hidden email]<mailto:[hidden email]>> On
> > Behalf Of Zdenek Svindrych
> > Sent: Wednesday, 17 February 2021 9:34 AM
> > To: [hidden email]<mailto:[hidden email]>
> > Subject: Re: image manipulation
> >
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy><
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>>
> > Post images on http://www.imgur.com<http://www.imgur.com><http://www.imgur.com<http://www.imgur.com>> and
> > include
> the
> > link in your posting.
> > *****
> >
> > Hi Jeremy and other listers,
> >
> > you don't really need any of these tricks to discern fraudulent
> > images,
> as
> > an extreme example see the figure 5d here [
> > https://www.sciencedirect.com/science/article/pii/S0920586118310848<https://www.sciencedirect.com/science/article/pii/S0920586118310848><
> > https://www.sciencedirect.com/science/article/pii/S0920586118310848<https://www.sciencedirect.com/science/article/pii/S0920586118310848>>
> > ] or here if paywalled:
> > [ https://scihubtw.tw/10.1016/j.cattod.2019.01.024<https://scihubtw.tw/10.1016/j.cattod.2019.01.024><
> > https://scihubtw.tw/10.1016/j.cattod.2019.01.024<https://scihubtw.tw/10.1016/j.cattod.2019.01.024>> ] The curves are
> > just scaled copies of the same curve, as pointed out here
> [
> > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926<https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926><
> > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926<https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926>> ],
> > unbelievable!
> >
> > Worth noting, after couple retractions (e.g. Nature Communications,
> > see [ https://pubmed.ncbi.nlm.nih.gov/33239646/<https://pubmed.ncbi.nlm.nih.gov/33239646><
> > https://pubmed.ncbi.nlm.nih.gov/33239646<https://pubmed.ncbi.nlm.nih.gov/33239646>> ]) and countless
> > allegations
> of
> > fraud, the group is still in business, publishing, receiving grants...
> >
> > Don't let anything like this happen (even unintentionally), as it
> > could (and should) ruin your career!
> >
> > If anyone has a suspicion of undisclosed image manipulations in
> > their group, just talk to your lab members. It's OK to make figures
> > nicer and easier to understand, just don't hide it. Even
> > photoshoping is fine, as long as you disclose it (well, the
> > reviewers might not be happy, but you can respond in the rebuttal
> > that "we achieved the same result in ImageJ
> by
> > doing this, this and this...").
> >
> > For honest and open science,
> > zdenek
> >
> >
> >
> > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
<mailto:[hidden email]%20%0b>> > <mailto:[hidden email]>> wrote:

> >
> > > *****
> > > To join, leave or search the confocal microscopy listserv, go to:
> > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy><
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>>
> > > Post images on http://www.imgur.com<http://www.imgur.com><http://www.imgur.com<http://www.imgur.com>> and
> > > include
> > the link in your posting.
> > > *****
> > >
> > > Hej Sylvie,
> > >
> > > 1) look at the histogram for each channel
> > > 2) use a variance filter - if bits have been cut and pasted from
> > different
> > > original images, the variance in the background may differ.
> > > 3) a more sophisticated option is to look for the local poisson
> > > noise - this should be the same in all areas of the image with a
> > > similar
> > intensity
> > > - but will differ if cutting and pasting has been used.
> > >
> > > However there is a competition between those committing fraud and
> > > those chasing fraud - both improve.
> > > There is also a major interest in comparing papers to check if the
> > > same image has been re used.
> > >
> > > Jeremy
> > > ===============================================
> > > B i o V i s P l a t f o r m of Uppsala University Light & EM
> > > microscopy / FlowCytometry & Cell Sorting / Image Analysis
> > > ===============================================
> > > Jeremy Adler PhD - Senior research engineer Light, Confocal
> > > Microscopy, Image Analysis
> > > E-mail: [hidden email]<mailto:[hidden email]<mailto:[hidden email]%3cmailto:[hidden email]>>
> > > 070-1679349
> > >
> > > Dag Hammarskjölds v 20
> > > 751 85 UPPSALA, SWEDEN
> > > http://biovis.uu.se/<http://biovis.uu.se><http://biovis.uu.se<http://biovis.uu.se>>
> > > ===============================================
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > > -----Original Message-----
> > > From: Confocal Microscopy List <[hidden email]
<mailto:[hidden email]%0b>> <mailto:
<mailto:%0b>> > [hidden email]<mailto:[hidden email]>>> On

> > > Behalf Of Sylvie Le Guyader
> > > Sent: Tuesday, February 16, 2021 3:17 PM
> > > To: [hidden email]<mailto<mailto:[hidden email]%3cmailto>:
> > [hidden email]<mailto:[hidden email]>>
> > > Subject: image manipulation
> > >
> > > *****
> > > To join, leave or search the confocal microscopy listserv, go to:
> > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy><
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>>
> > > Post images on http://www.imgur.com<http://www.imgur.com><http://www.imgur.com<http://www.imgur.com>> and
> > > include
> > the link in your posting.
> > > *****
> > >
> > > Dear list
> > >
> > > I remember hearing or reading somewhere of a Fiji (maybe) plugin
> > > to
> help
> > > group leaders detect potential image manipulation but I cannot
> > > find
> what
> > it
> > > was. Has anyone heard of it who could point me to the right direction?
> > >
> > > Med vänlig hälsning / Best regards
> > >
> > > Sylvie
> > >
> > > @@@@@@@@@@@@@@@@@@@@@@@@
> > > Sylvie Le Guyader, PhD
> > > Live Cell Imaging Facility Manager Karolinska Institutet- Bionut
> > > Dpt Blickagången 16, Room 7362 (lab)/7840 (office)
> > > 14157 Huddinge, Sweden
> > > mobile: +46 (0) 73 733 5008
> > > LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility<https://ki.se/en/bionut/welcome-to-the-lci-facility><
> > https://ki.se/en/bionut/welcome-to-the-lci-facility<https://ki.se/en/bionut/welcome-to-the-lci-facility>>>
> > > Follow our microscopy blog!<http://microscopykarolinska.se/<http://microscopykarolinska.se><
> > http://microscopykarolinska.se<http://microscopykarolinska.se>>>
> > >
> > >
> > >
> > >
> > > När du skickar e-post till Karolinska Institutet (KI) innebär
> > > detta att
> > KI
> > > kommer att behandla dina personuppgifter. Här finns information om
> > > hur
> KI
> > > behandlar personuppgifter<
> > > https://ki.se/medarbetare/integritetsskyddspolicy<https://ki.se/medarbetare/integritetsskyddspolicy><
> > https://ki.se/medarbetare/integritetsskyddspolicy<https://ki.se/medarbetare/integritetsskyddspolicy>>>.
> > >
> > >
> > > Sending email to Karolinska Institutet (KI) will result in KI
> processing
> > > your personal data. You can read more about KI's processing of
> > > personal data here<https://ki.se/en/staff/data-protection-policy<https://ki.se/en/staff/data-protection-policy><
> > https://ki.se/en/staff/data-protection-policy<https://ki.se/en/staff/data-protection-policy>>>.
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > >
> > > När du har kontakt med oss på Uppsala universitet med e-post så
> > > innebär det att vi behandlar dina personuppgifter. För att läsa
> > > mer om hur vi
> gör
> > > det kan du läsa här:
> > > http://www.uu.se/om-uu/dataskydd-personuppgifter/<http://www.uu.se/om-uu/dataskydd-personuppgifter>
> <
> > http://www.uu.se/om-uu/dataskydd-personuppgifter<http://www.uu.se/om-uu/dataskydd-personuppgifter>>
> > >
> > > E-mailing Uppsala University means that we will process your
> > > personal data. For more information on how this is performed, please read here:
> > > http://www.uu.se/en/about-uu/data-protection-policy<http://www.uu.se/en/about-uu/data-protection-policy><
> > http://www.uu.se/en/about-uu/data-protection-policy<http://www.uu.se/en/about-uu/data-protection-policy>>
> > >
> >
> >
> > --
> > --
> > Zdenek Svindrych, Ph.D.
> > Research Scientist - Microscopy Imaging Specialist Department of
> > Biochemistry and Cell Biology Geisel School of Medicine at Dartmouth
> >
>
>
> --
> Benjamin E. Smith, Ph. D.
> Imaging Specialist, Vision Science
> University of California, Berkeley
> 195 Weill Hall
> Berkeley, CA 94720-3200
> Tel (510) 642-9712
> Fax (510) 643-6791
> e-mail: [hidden email]<mailto:[hidden email]>
>
> https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microsc<https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microsc>
> opic-imaging/
>


--
--
Zdenek Svindrych, Ph.D.
Research Scientist - Microscopy Imaging Specialist Department of Biochemistry and Cell Biology Geisel School of Medicine at Dartmouth
Mark Cannell-2 Mark Cannell-2
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Re: image manipulation

In reply to this post by Benjamin Smith
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*****

Hi All

I think the best approach is to keep primary data together with the program script that produces the final image in the same folder. We use to use IDL but have switched to Matlab for all image processing and analysis so our code is available and code parts can be re-used easily (such as complicated segmentation routines). Of course there is a steep learning curve to using/developing such scripts but at least we can be sure of the reproducibility of the results and no intermediate images need to be stored so it's very space efficient. The downsides might be:
1) Steep learning curves (but the increased depth of  understanding offsets this). Most undergrads I've met are able to get to grips with simple image processing in these environments.
2) Time -to write a program to open a data set, gaussian filter it and store the results take a bit longer than clicking on buttons in imagej. This difference disappears if many images need to be processed in the same way.
3) Cost -some universities have site licenses but if you have to pay for the license it is a problem if it's not been budgeted for in grants. I know that Python/scipy is free tool that is powerful but the learning curve is (I think) steeper because it's somewhat lower level than IDL/Matlab plus generally weak documentation and poor user interface. There may be fewer user submitted and tested library routines but it may improve in this regard. I'm not sure how easy it is to develop complicated image processing programs in this environment  (you get what you pay for) and since I've never encountered anything that can't be done with matlab plus extensions I've never felt the need to get to grips with python/scipy/numpy even as it evolves.  
4) Reluctance to get to grips with programming -but the computer is the slide rule of today's scientist so why not learn to unleash its full power if you want to be a professional scientist?
5) Lack of local support in use of the tool -but help groups exist although don't expect much help if you don't try to RTFM.

I have no commercial interest in any of the solutions mentioned.

My 2c

Cheers Mark

Mark B. Cannell. Ph.D. FRSNZ FISHR
Department of Physiology, Pharmacology & Neuroscience
School of Medical Sciences
University Walk
Bristol BS8 1TD
 
[hidden email]
 
 

On 17/02/21, 12:09 AM, "Confocal Microscopy List on behalf of Benjamin Smith" <[hidden email] on behalf of [hidden email]> wrote:

    *****
    To join, leave or search the confocal microscopy listserv, go to:
    http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
    Post images on http://www.imgur.com and include the link in your posting.
    *****

    I really like Zdenek's supplemental movie stack idea.  I've also used flow
    charts to show the processing steps along with a link for downloading a
    macro that does these steps: http://bit.ly/3jYyC4e

    Both of these ideas are a win-win, because not only does it clearly
    disclose your processing steps for people who may want to reproduce your
    analysis, but it also makes it much easier for the reviewers to understand
    how each step impacted the image.

    On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <[hidden email]>
    wrote:

    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
    > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
    > Post images on http://www.imgur.com and include the link in your posting.
    > *****
    >
    > Dear Zdenek,
    >
    > I completely agree with your concluding statements in your post.
    >
    > Often, during image analysis, there are image processing steps that
    > dramatically modify the image histogram and manipulate the images as part
    > of the analysis workflow. However, I emphasis to the researchers I’m
    > helping to document every step of the workflow and justify each step. This
    > way, any image modification/manipulation is fully transparent and
    > adequately justified for the reviewers and readers.
    > In fact, I usually recommend to users to create an image stack that
    > captures each modification made as a slice in that stack. The final stack
    > can even be uploaded as supplementary images when possible.
    >
    > I believe that transparency is key.
    >
    > Cheers
    >
    > Yours sincerely,
    >
    > Praju Vikas Anekal. Ph.D.
    > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research
    > Unit.
    > Faculty of Medical and Health Sciences, The University of Auckland.
    > E-Mail : [hidden email]<mailto:[hidden email]> , Ext :
    > 87831
    >
    > From: Confocal Microscopy List <[hidden email]> On
    > Behalf Of Zdenek Svindrych
    > Sent: Wednesday, 17 February 2021 9:34 AM
    > To: [hidden email]
    > Subject: Re: image manipulation
    >
    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
    > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
    > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
    > Post images on http://www.imgur.com<http://www.imgur.com> and include the
    > link in your posting.
    > *****
    >
    > Hi Jeremy and other listers,
    >
    > you don't really need any of these tricks to discern fraudulent images, as
    > an extreme example see the figure 5d here
    > [ https://www.sciencedirect.com/science/article/pii/S0920586118310848<
    > https://www.sciencedirect.com/science/article/pii/S0920586118310848> ]
    > or here if paywalled:
    > [ https://scihubtw.tw/10.1016/j.cattod.2019.01.024<
    > https://scihubtw.tw/10.1016/j.cattod.2019.01.024> ]
    > The curves are just scaled copies of the same curve, as pointed out here [
    > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926<
    > https://pubpeer.com/publications/71B5E2EF6A7716D7F7F3B273E86926> ],
    > unbelievable!
    >
    > Worth noting, after couple retractions (e.g. Nature Communications, see [
    > https://pubmed.ncbi.nlm.nih.gov/33239646/<
    > https://pubmed.ncbi.nlm.nih.gov/33239646> ]) and countless allegations of
    > fraud, the group is still in business, publishing, receiving grants...
    >
    > Don't let anything like this happen (even unintentionally), as it could
    > (and should) ruin your career!
    >
    > If anyone has a suspicion of undisclosed image manipulations in their
    > group, just talk to your lab members. It's OK to make figures nicer and
    > easier to understand, just don't hide it. Even photoshoping is fine, as
    > long as you disclose it (well, the reviewers might not be happy, but you
    > can respond in the rebuttal that "we achieved the same result in ImageJ by
    > doing this, this and this...").
    >
    > For honest and open science,
    > zdenek
    >
    >
    >
    > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
    > <mailto:[hidden email]>> wrote:
    >
    > > *****
    > > To join, leave or search the confocal microscopy listserv, go to:
    > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
    > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
    > > Post images on http://www.imgur.com<http://www.imgur.com> and include
    > the link in your posting.
    > > *****
    > >
    > > Hej Sylvie,
    > >
    > > 1) look at the histogram for each channel
    > > 2) use a variance filter - if bits have been cut and pasted from
    > different
    > > original images, the variance in the background may differ.
    > > 3) a more sophisticated option is to look for the local poisson noise -
    > > this should be the same in all areas of the image with a similar
    > intensity
    > > - but will differ if cutting and pasting has been used.
    > >
    > > However there is a competition between those committing fraud and those
    > > chasing fraud - both improve.
    > > There is also a major interest in comparing papers to check if the same
    > > image has been re used.
    > >
    > > Jeremy
    > > ===============================================
    > > B i o V i s P l a t f o r m of Uppsala University
    > > Light & EM microscopy / FlowCytometry & Cell Sorting /
    > > Image Analysis
    > > ===============================================
    > > Jeremy Adler PhD - Senior research engineer
    > > Light, Confocal Microscopy, Image Analysis
    > > E-mail: [hidden email]<mailto:[hidden email]>
    > > 070-1679349
    > >
    > > Dag Hammarskjölds v 20
    > > 751 85 UPPSALA, SWEDEN
    > > http://biovis.uu.se/<http://biovis.uu.se>
    > > ===============================================
    > >
    > >
    > >
    > >
    > >
    > >
    > >
    > > -----Original Message-----
    > > From: Confocal Microscopy List <[hidden email]<mailto:
    > [hidden email]>> On
    > > Behalf Of Sylvie Le Guyader
    > > Sent: Tuesday, February 16, 2021 3:17 PM
    > > To: [hidden email]<mailto:
    > [hidden email]>
    > > Subject: image manipulation
    > >
    > > *****
    > > To join, leave or search the confocal microscopy listserv, go to:
    > > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy<
    > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy>
    > > Post images on http://www.imgur.com<http://www.imgur.com> and include
    > the link in your posting.
    > > *****
    > >
    > > Dear list
    > >
    > > I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
    > > group leaders detect potential image manipulation but I cannot find what
    > it
    > > was. Has anyone heard of it who could point me to the right direction?
    > >
    > > Med vänlig hälsning / Best regards
    > >
    > > Sylvie
    > >
    > > @@@@@@@@@@@@@@@@@@@@@@@@
    > > Sylvie Le Guyader, PhD
    > > Live Cell Imaging Facility Manager
    > > Karolinska Institutet- Bionut Dpt
    > > Blickagången 16,
    > > Room 7362 (lab)/7840 (office)
    > > 14157 Huddinge, Sweden
    > > mobile: +46 (0) 73 733 5008
    > > LCI website<https://ki.se/en/bionut/welcome-to-the-lci-facility<
    > https://ki.se/en/bionut/welcome-to-the-lci-facility>>
    > > Follow our microscopy blog!<http://microscopykarolinska.se/<
    > http://microscopykarolinska.se>>
    > >
    > >
    > >
    > >
    > > När du skickar e-post till Karolinska Institutet (KI) innebär detta att
    > KI
    > > kommer att behandla dina personuppgifter. Här finns information om hur KI
    > > behandlar personuppgifter<
    > > https://ki.se/medarbetare/integritetsskyddspolicy<
    > https://ki.se/medarbetare/integritetsskyddspolicy>>.
    > >
    > >
    > > Sending email to Karolinska Institutet (KI) will result in KI processing
    > > your personal data. You can read more about KI's processing of personal
    > > data here<https://ki.se/en/staff/data-protection-policy<
    > https://ki.se/en/staff/data-protection-policy>>.
    > >
    > >
    > >
    > >
    > >
    > >
    > >
    > >
    > > När du har kontakt med oss på Uppsala universitet med e-post så innebär
    > > det att vi behandlar dina personuppgifter. För att läsa mer om hur vi gör
    > > det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/<
    > http://www.uu.se/om-uu/dataskydd-personuppgifter>
    > >
    > > E-mailing Uppsala University means that we will process your personal
    > > data. For more information on how this is performed, please read here:
    > > http://www.uu.se/en/about-uu/data-protection-policy<
    > http://www.uu.se/en/about-uu/data-protection-policy>
    > >
    >
    >
    > --
    > --
    > Zdenek Svindrych, Ph.D.
    > Research Scientist - Microscopy Imaging Specialist
    > Department of Biochemistry and Cell Biology
    > Geisel School of Medicine at Dartmouth
    >


    --
    Benjamin E. Smith, Ph. D.
    Imaging Specialist, Vision Science
    University of California, Berkeley
    195 Weill Hall
    Berkeley, CA  94720-3200
    Tel  (510) 642-9712
    Fax (510) 643-6791
    e-mail: [hidden email]
    https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microscopic-imaging/

Straatman, Kees (Dr.) Straatman, Kees (Dr.)
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Re: image manipulation

*****
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Post images on http://www.imgur.com and include the link in your posting.
*****

Hi All,

You can do the same as Mark suggest using ImageJ/Fiji, no costs involved. ImageJ/Fiji include a relatively easy macro language and there are many online resources out there for help and advice.

ImageJ/Fiji also include a recorder that allows you to record your analysis steps in ImageJ Macro language, JavaScript, Beanshell, Python or Java.

Save you recorded or written macro with the analysed data and you always can check/show later how the data was analysed.

Best wishes

Kees


Dr Ir K.R. Straatman FRMS

Advanced Imaging Facility

University of Leicester
www.le.ac.uk/advanced-imaging-facility<https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.le.ac.uk%2Fadvanced-imaging-facility&data=04%7C01%7Ckrs5%40leicester.ac.uk%7C485530d84c0e42d1de5608d88a42a407%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637411366106508827%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=I6oSweJYMVqx%2B%2B3VtQ8cXgHDUy4%2F6zDmx%2FSd2lGC8bc%3D&reserved=0>


________________________________
From: Confocal Microscopy List <[hidden email]> on behalf of Mark Cannell <[hidden email]>
Sent: 17 February 2021 11:19
To: [hidden email] <[hidden email]>
Subject: Re: image manipulation

*****
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Post images on https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633471953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pqisruNVNBkbnvCzW7fxdzhIK7qolpcdHiHeVAoK0CE%3D&amp;reserved=0 and include the link in your posting.
*****

Hi All

I think the best approach is to keep primary data together with the program script that produces the final image in the same folder. We use to use IDL but have switched to Matlab for all image processing and analysis so our code is available and code parts can be re-used easily (such as complicated segmentation routines). Of course there is a steep learning curve to using/developing such scripts but at least we can be sure of the reproducibility of the results and no intermediate images need to be stored so it's very space efficient. The downsides might be:
1) Steep learning curves (but the increased depth of  understanding offsets this). Most undergrads I've met are able to get to grips with simple image processing in these environments.
2) Time -to write a program to open a data set, gaussian filter it and store the results take a bit longer than clicking on buttons in imagej. This difference disappears if many images need to be processed in the same way.
3) Cost -some universities have site licenses but if you have to pay for the license it is a problem if it's not been budgeted for in grants. I know that Python/scipy is free tool that is powerful but the learning curve is (I think) steeper because it's somewhat lower level than IDL/Matlab plus generally weak documentation and poor user interface. There may be fewer user submitted and tested library routines but it may improve in this regard. I'm not sure how easy it is to develop complicated image processing programs in this environment  (you get what you pay for) and since I've never encountered anything that can't be done with matlab plus extensions I've never felt the need to get to grips with python/scipy/numpy even as it evolves.
4) Reluctance to get to grips with programming -but the computer is the slide rule of today's scientist so why not learn to unleash its full power if you want to be a professional scientist?
5) Lack of local support in use of the tool -but help groups exist although don't expect much help if you don't try to RTFM.

I have no commercial interest in any of the solutions mentioned.

My 2c

Cheers Mark

Mark B. Cannell. Ph.D. FRSNZ FISHR
Department of Physiology, Pharmacology & Neuroscience
School of Medical Sciences
University Walk
Bristol BS8 1TD

[hidden email]



On 17/02/21, 12:09 AM, "Confocal Microscopy List on behalf of Benjamin Smith" <[hidden email] on behalf of [hidden email]> wrote:

    *****
    To join, leave or search the confocal microscopy listserv, go to:
    https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633471953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=silTyu%2BptjpH1UTlA6oMM4e9Um1uWBieQxVdYLfVURI%3D&amp;reserved=0
    Post images on https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633471953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pqisruNVNBkbnvCzW7fxdzhIK7qolpcdHiHeVAoK0CE%3D&amp;reserved=0 and include the link in your posting.
    *****

    I really like Zdenek's supplemental movie stack idea.  I've also used flow
    charts to show the processing steps along with a link for downloading a
    macro that does these steps: https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbit.ly%2F3jYyC4e&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633471953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=U99A4wADGc%2FZdTfa%2FgQo9NS5ZLKNzhKmCR5G%2Bwqpg24%3D&amp;reserved=0

    Both of these ideas are a win-win, because not only does it clearly
    disclose your processing steps for people who may want to reproduce your
    analysis, but it also makes it much easier for the reviewers to understand
    how each step impacted the image.

    On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <[hidden email]>
    wrote:

    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
    > https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=ILKBht6Qe3k5gF2W%2BbcdIAqGVKEFW845LuJna%2FgXAvw%3D&amp;reserved=0
    > Post images on https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=G53rBxy2hngeG845gZgNVIEcSx1YIMLTfnLginXswuY%3D&amp;reserved=0 and include the link in your posting.
    > *****
    >
    > Dear Zdenek,
    >
    > I completely agree with your concluding statements in your post.
    >
    > Often, during image analysis, there are image processing steps that
    > dramatically modify the image histogram and manipulate the images as part
    > of the analysis workflow. However, I emphasis to the researchers I’m
    > helping to document every step of the workflow and justify each step. This
    > way, any image modification/manipulation is fully transparent and
    > adequately justified for the reviewers and readers.
    > In fact, I usually recommend to users to create an image stack that
    > captures each modification made as a slice in that stack. The final stack
    > can even be uploaded as supplementary images when possible.
    >
    > I believe that transparency is key.
    >
    > Cheers
    >
    > Yours sincerely,
    >
    > Praju Vikas Anekal. Ph.D.
    > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research
    > Unit.
    > Faculty of Medical and Health Sciences, The University of Auckland.
    > E-Mail : [hidden email]<mailto:[hidden email]> , Ext :
    > 87831
    >
    > From: Confocal Microscopy List <[hidden email]> On
    > Behalf Of Zdenek Svindrych
    > Sent: Wednesday, 17 February 2021 9:34 AM
    > To: [hidden email]
    > Subject: Re: image manipulation
    >
    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
    > https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=ILKBht6Qe3k5gF2W%2BbcdIAqGVKEFW845LuJna%2FgXAvw%3D&amp;reserved=0<
    > https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=ILKBht6Qe3k5gF2W%2BbcdIAqGVKEFW845LuJna%2FgXAvw%3D&amp;reserved=0>
    > Post images on https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=G53rBxy2hngeG845gZgNVIEcSx1YIMLTfnLginXswuY%3D&amp;reserved=0<https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=G53rBxy2hngeG845gZgNVIEcSx1YIMLTfnLginXswuY%3D&amp;reserved=0> and include the
    > link in your posting.
    > *****
    >
    > Hi Jeremy and other listers,
    >
    > you don't really need any of these tricks to discern fraudulent images, as
    > an extreme example see the figure 5d here
    > [ https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=nvTqQXqs8x%2BCzuZe2jipwUr2FKSePo0ck9ipvUuZW3U%3D&amp;reserved=0<
    > https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=nvTqQXqs8x%2BCzuZe2jipwUr2FKSePo0ck9ipvUuZW3U%3D&amp;reserved=0> ]
    > or here if paywalled:
    > [ https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633476927%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=HUbt97kfEKU%2Fncq2EeCYmtLx5z%2F0HcecKt0E6TaWzlw%3D&amp;reserved=0<
    > https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633481906%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=McFbbn1tc8L%2Fsz8AGCyNmUGpqyF53AxhaV2KOjl7%2B2k%3D&amp;reserved=0> ]
    > The curves are just scaled copies of the same curve, as pointed out here [
    > https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633481906%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=nwci%2F0ALgdEDFno0eaOKe8ndGIoknPuKM8dTMJnnbEM%3D&amp;reserved=0<
    > https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633481906%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=nwci%2F0ALgdEDFno0eaOKe8ndGIoknPuKM8dTMJnnbEM%3D&amp;reserved=0> ],
    > unbelievable!
    >
    > Worth noting, after couple retractions (e.g. Nature Communications, see [
    > https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646%2F&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633481906%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=Pi6u3LGIdgmzcHqjzX%2BrvhRse%2BMWktggk5uC89py6bU%3D&amp;reserved=0<
    > https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646&amp;data=04%7C01%7Ckrs5%40LEICESTER.AC.UK%7C3657e8e32a5845e87e8008d8d335e015%7Caebecd6a31d44b0195ce8274afe853d9%7C0%7C0%7C637491575633481906%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=WixvW2WhHiL9HC%2FllZtmVXjJRZdI%2BpnhVDQNJi9jxKY%3D&amp;reserved=0> ]) and countless allegations of
    > fraud, the group is still in business, publishing, receiving grants...
    >
    > Don't let anything like this happen (even unintentionally), as it could
    > (and should) ruin your career!
    >
    > If anyone has a suspicion of undisclosed image manipulations in their
    > group, just talk to your lab members. It's OK to make figures nicer and
    > easier to understand, just don't hide it. Even photoshoping is fine, as
    > long as you disclose it (well, the reviewers might not be happy, but you
    > can respond in the rebuttal that "we achieved the same result in ImageJ by
    > doing this, this and this...").
    >
    > For honest and open science,
    > zdenek
    >
    >
    >
    > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
    > <mailto:[hidden email]>> wrote:
    >
    > > *****
    > > To join, leave or search the confocal microscopy listserv, go to:
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    > the link in your posting.
    > > *****
    > >
    > > Hej Sylvie,
    > >
    > > 1) look at the histogram for each channel
    > > 2) use a variance filter - if bits have been cut and pasted from
    > different
    > > original images, the variance in the background may differ.
    > > 3) a more sophisticated option is to look for the local poisson noise -
    > > this should be the same in all areas of the image with a similar
    > intensity
    > > - but will differ if cutting and pasting has been used.
    > >
    > > However there is a competition between those committing fraud and those
    > > chasing fraud - both improve.
    > > There is also a major interest in comparing papers to check if the same
    > > image has been re used.
    > >
    > > Jeremy
    > > ===============================================
    > > B i o V i s P l a t f o r m of Uppsala University
    > > Light & EM microscopy / FlowCytometry & Cell Sorting /
    > > Image Analysis
    > > ===============================================
    > > Jeremy Adler PhD - Senior research engineer
    > > Light, Confocal Microscopy, Image Analysis
    > > E-mail: [hidden email]<mailto:[hidden email]>
    > > 070-1679349
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    > > Dag Hammarskjölds v 20
    > > 751 85 UPPSALA, SWEDEN
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    > > ===============================================
    > >
    > >
    > >
    > >
    > >
    > >
    > >
    > > -----Original Message-----
    > > From: Confocal Microscopy List <[hidden email]<mailto:
    > [hidden email]>> On
    > > Behalf Of Sylvie Le Guyader
    > > Sent: Tuesday, February 16, 2021 3:17 PM
    > > To: [hidden email]<mailto:
    > [hidden email]>
    > > Subject: image manipulation
    > >
    > > *****
    > > To join, leave or search the confocal microscopy listserv, go to:
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    > the link in your posting.
    > > *****
    > >
    > > Dear list
    > >
    > > I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
    > > group leaders detect potential image manipulation but I cannot find what
    > it
    > > was. Has anyone heard of it who could point me to the right direction?
    > >
    > > Med vänlig hälsning / Best regards
    > >
    > > Sylvie
    > >
    > > @@@@@@@@@@@@@@@@@@@@@@@@
    > > Sylvie Le Guyader, PhD
    > > Live Cell Imaging Facility Manager
    > > Karolinska Institutet- Bionut Dpt
    > > Blickagången 16,
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    >
    > --
    > --
    > Zdenek Svindrych, Ph.D.
    > Research Scientist - Microscopy Imaging Specialist
    > Department of Biochemistry and Cell Biology
    > Geisel School of Medicine at Dartmouth
    >


    --
    Benjamin E. Smith, Ph. D.
    Imaging Specialist, Vision Science
    University of California, Berkeley
    195 Weill Hall
    Berkeley, CA  94720-3200
    Tel  (510) 642-9712
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Tim Feinstein Tim Feinstein
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Re: image manipulation

*****
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Post images on http://www.imgur.com and include the link in your posting.
*****

Following up on this, I strongly endorse using a macro script to standardizing image processing for all images in an acquisition.  Doing it this way has benefits that wildly exceed the time spent of learning the scripting process:

* You save an incredible amount of time over modifying images manually.  The larger the image set the more time you save.  

* You can re-use a macro script or quickly modify it to meet your new needs, so you only pay the time cost of developing it once.  

* It ensures identical processing of all images in the data set.  If one of the steps can't be standardized (thresholding for example), then you can put in a variable step that asks the user to set the value for each image.  

* It provides auditability, which IMO is extremely important in image analysis.  If a problem comes up you can skim through the protocol and identify the problem.  

* Once you find a problem, you can fix the script and re-process the whole data set with almost no time cost.  

* You can put a script in the supplemental data or send it to colleagues to ensure reproducibility.  

* Whatever your project, odds are good that you can find a relevant script that's already written and adapt it.  

It's like having a superpower!  Re the original question in the thread, I think the classic method of cranking up the contrast until background noise becomes prominent works very well.  Splicing parts of an image often leaved a distinctive edge in the background noise that you can see if you play with the contrast.  I believe that Journal of Cell Biology used to do this on a regular basis for submitted images before more sophisticated tools became available  

Best,


T

Timothy Feinstein, Ph.D.
Research Scientist
University of Pittsburgh Department of Developmental Biology
Pittsburgh, PA  USA





-----Original Message-----
From: Confocal Microscopy List <[hidden email]> On Behalf Of Straatman, Kees (Dr.)
Sent: Wednesday, February 17, 2021 1:25 PM
To: [hidden email]
Subject: Re: image manipulation

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*****

Hi All,

You can do the same as Mark suggest using ImageJ/Fiji, no costs involved. ImageJ/Fiji include a relatively easy macro language and there are many online resources out there for help and advice.

ImageJ/Fiji also include a recorder that allows you to record your analysis steps in ImageJ Macro language, JavaScript, Beanshell, Python or Java.

Save you recorded or written macro with the analysed data and you always can check/show later how the data was analysed.

Best wishes

Kees


Dr Ir K.R. Straatman FRMS

Advanced Imaging Facility

University of Leicester
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________________________________
From: Confocal Microscopy List <[hidden email]> on behalf of Mark Cannell <[hidden email]>
Sent: 17 February 2021 11:19
To: [hidden email] <[hidden email]>
Subject: Re: image manipulation

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*****

Hi All

I think the best approach is to keep primary data together with the program script that produces the final image in the same folder. We use to use IDL but have switched to Matlab for all image processing and analysis so our code is available and code parts can be re-used easily (such as complicated segmentation routines). Of course there is a steep learning curve to using/developing such scripts but at least we can be sure of the reproducibility of the results and no intermediate images need to be stored so it's very space efficient. The downsides might be:
1) Steep learning curves (but the increased depth of  understanding offsets this). Most undergrads I've met are able to get to grips with simple image processing in these environments.
2) Time -to write a program to open a data set, gaussian filter it and store the results take a bit longer than clicking on buttons in imagej. This difference disappears if many images need to be processed in the same way.
3) Cost -some universities have site licenses but if you have to pay for the license it is a problem if it's not been budgeted for in grants. I know that Python/scipy is free tool that is powerful but the learning curve is (I think) steeper because it's somewhat lower level than IDL/Matlab plus generally weak documentation and poor user interface. There may be fewer user submitted and tested library routines but it may improve in this regard. I'm not sure how easy it is to develop complicated image processing programs in this environment  (you get what you pay for) and since I've never encountered anything that can't be done with matlab plus extensions I've never felt the need to get to grips with python/scipy/numpy even as it evolves.
4) Reluctance to get to grips with programming -but the computer is the slide rule of today's scientist so why not learn to unleash its full power if you want to be a professional scientist?
5) Lack of local support in use of the tool -but help groups exist although don't expect much help if you don't try to RTFM.

I have no commercial interest in any of the solutions mentioned.

My 2c

Cheers Mark

Mark B. Cannell. Ph.D. FRSNZ FISHR
Department of Physiology, Pharmacology & Neuroscience School of Medical Sciences University Walk Bristol BS8 1TD

[hidden email]



On 17/02/21, 12:09 AM, "Confocal Microscopy List on behalf of Benjamin Smith" <[hidden email] on behalf of [hidden email]> wrote:

    *****
    To join, leave or search the confocal microscopy listserv, go to:
    https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496904127%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=TQP1gU4t8n8SR4jJ0rMgYHMofAHqtUuBW4jRBODS1hY%3D&amp;reserved=0
    Post images on https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496904127%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=rB9wwKImKD96fUjHo6Quw4dJe3yVb5q2dIba2EIahHQ%3D&amp;reserved=0 and include the link in your posting.
    *****

    I really like Zdenek's supplemental movie stack idea.  I've also used flow
    charts to show the processing steps along with a link for downloading a
    macro that does these steps: https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbit.ly%2F3jYyC4e&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496904127%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=V4%2FbA7kLXf59BjRoojg11INvGWjHVZmJIxv%2FAX188fw%3D&amp;reserved=0

    Both of these ideas are a win-win, because not only does it clearly
    disclose your processing steps for people who may want to reproduce your
    analysis, but it also makes it much easier for the reviewers to understand
    how each step impacted the image.

    On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <[hidden email]>
    wrote:

    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
    > https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496904127%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=TQP1gU4t8n8SR4jJ0rMgYHMofAHqtUuBW4jRBODS1hY%3D&amp;reserved=0
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    > *****
    >
    > Dear Zdenek,
    >
    > I completely agree with your concluding statements in your post.
    >
    > Often, during image analysis, there are image processing steps that
    > dramatically modify the image histogram and manipulate the images as part
    > of the analysis workflow. However, I emphasis to the researchers I’m
    > helping to document every step of the workflow and justify each step. This
    > way, any image modification/manipulation is fully transparent and
    > adequately justified for the reviewers and readers.
    > In fact, I usually recommend to users to create an image stack that
    > captures each modification made as a slice in that stack. The final stack
    > can even be uploaded as supplementary images when possible.
    >
    > I believe that transparency is key.
    >
    > Cheers
    >
    > Yours sincerely,
    >
    > Praju Vikas Anekal. Ph.D.
    > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research
    > Unit.
    > Faculty of Medical and Health Sciences, The University of Auckland.
    > E-Mail : [hidden email]<mailto:[hidden email]> , Ext :
    > 87831
    >
    > From: Confocal Microscopy List <[hidden email]> On
    > Behalf Of Zdenek Svindrych
    > Sent: Wednesday, 17 February 2021 9:34 AM
    > To: [hidden email]
    > Subject: Re: image manipulation
    >
    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
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    > https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496914121%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=9i7dVUPHFJXxX24Dx6jMSORgAgxjzdCQ%2Fq5ZeG%2BK9AI%3D&amp;reserved=0>
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    > link in your posting.
    > *****
    >
    > Hi Jeremy and other listers,
    >
    > you don't really need any of these tricks to discern fraudulent images, as
    > an extreme example see the figure 5d here
    > [ https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496914121%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=0mPzqJzfgbYEdPAeiYIhDFyKA8uiHd241s%2BDIdxXL3g%3D&amp;reserved=0<
    > https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496914121%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=0mPzqJzfgbYEdPAeiYIhDFyKA8uiHd241s%2BDIdxXL3g%3D&amp;reserved=0> ]
    > or here if paywalled:
    > [ https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496914121%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=5oGsmcC29%2FccNKvh56YuU9FefgJQ%2BowezQSJl69Z33c%3D&amp;reserved=0<
    > https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496914121%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=5oGsmcC29%2FccNKvh56YuU9FefgJQ%2BowezQSJl69Z33c%3D&amp;reserved=0> ]
    > The curves are just scaled copies of the same curve, as pointed out here [
    > https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496924115%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=e7YD0YfHFBTev9af0mRcHsmHWFFroYyMXv3g6G7j%2Fi8%3D&amp;reserved=0<
    > https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496924115%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=e7YD0YfHFBTev9af0mRcHsmHWFFroYyMXv3g6G7j%2Fi8%3D&amp;reserved=0> ],
    > unbelievable!
    >
    > Worth noting, after couple retractions (e.g. Nature Communications, see [
    > https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646%2F&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496924115%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=qyoNN%2F6RiHgxo0PrktmIXBNO1VTsc9lD77CGVc2Lrs4%3D&amp;reserved=0<
    > https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646&amp;data=04%7C01%7Ctnf8%40PITT.EDU%7Cd5ec8e6ef6a04541b36d08d8d37171df%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637491831496924115%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=c7VoOkam4ut9WesYUupxv%2B9axN6rk72Gc38g7suPxUw%3D&amp;reserved=0> ]) and countless allegations of
    > fraud, the group is still in business, publishing, receiving grants...
    >
    > Don't let anything like this happen (even unintentionally), as it could
    > (and should) ruin your career!
    >
    > If anyone has a suspicion of undisclosed image manipulations in their
    > group, just talk to your lab members. It's OK to make figures nicer and
    > easier to understand, just don't hide it. Even photoshoping is fine, as
    > long as you disclose it (well, the reviewers might not be happy, but you
    > can respond in the rebuttal that "we achieved the same result in ImageJ by
    > doing this, this and this...").
    >
    > For honest and open science,
    > zdenek
    >
    >
    >
    > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
    > <mailto:[hidden email]>> wrote:
    >
    > > *****
    > > To join, leave or search the confocal microscopy listserv, go to:
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    > the link in your posting.
    > > *****
    > >
    > > Hej Sylvie,
    > >
    > > 1) look at the histogram for each channel
    > > 2) use a variance filter - if bits have been cut and pasted from
    > different
    > > original images, the variance in the background may differ.
    > > 3) a more sophisticated option is to look for the local poisson noise -
    > > this should be the same in all areas of the image with a similar
    > intensity
    > > - but will differ if cutting and pasting has been used.
    > >
    > > However there is a competition between those committing fraud and those
    > > chasing fraud - both improve.
    > > There is also a major interest in comparing papers to check if the same
    > > image has been re used.
    > >
    > > Jeremy
    > > ===============================================
    > > B i o V i s P l a t f o r m of Uppsala University
    > > Light & EM microscopy / FlowCytometry & Cell Sorting /
    > > Image Analysis
    > > ===============================================
    > > Jeremy Adler PhD - Senior research engineer
    > > Light, Confocal Microscopy, Image Analysis
    > > E-mail: [hidden email]<mailto:[hidden email]>
    > > 070-1679349
    > >
    > > Dag Hammarskjölds v 20
    > > 751 85 UPPSALA, SWEDEN
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    > > ===============================================
    > >
    > >
    > >
    > >
    > >
    > >
    > >
    > > -----Original Message-----
    > > From: Confocal Microscopy List <[hidden email]<mailto:
    > [hidden email]>> On
    > > Behalf Of Sylvie Le Guyader
    > > Sent: Tuesday, February 16, 2021 3:17 PM
    > > To: [hidden email]<mailto:
    > [hidden email]>
    > > Subject: image manipulation
    > >
    > > *****
    > > To join, leave or search the confocal microscopy listserv, go to:
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    > the link in your posting.
    > > *****
    > >
    > > Dear list
    > >
    > > I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
    > > group leaders detect potential image manipulation but I cannot find what
    > it
    > > was. Has anyone heard of it who could point me to the right direction?
    > >
    > > Med vänlig hälsning / Best regards
    > >
    > > Sylvie
    > >
    > > @@@@@@@@@@@@@@@@@@@@@@@@
    > > Sylvie Le Guyader, PhD
    > > Live Cell Imaging Facility Manager
    > > Karolinska Institutet- Bionut Dpt
    > > Blickagången 16,
    > > Room 7362 (lab)/7840 (office)
    > > 14157 Huddinge, Sweden
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    >
    > --
    > --
    > Zdenek Svindrych, Ph.D.
    > Research Scientist - Microscopy Imaging Specialist
    > Department of Biochemistry and Cell Biology
    > Geisel School of Medicine at Dartmouth
    >


    --
    Benjamin E. Smith, Ph. D.
    Imaging Specialist, Vision Science
    University of California, Berkeley
    195 Weill Hall
    Berkeley, CA  94720-3200
    Tel  (510) 642-9712
    Fax (510) 643-6791
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Sylvie Le Guyader Sylvie Le Guyader
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Re: image manipulation

In reply to this post by Straatman, Kees (Dr.)
*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

We also recommend turning on the Macro record function systematically when playing around to build a pipeline. This combined with duplicating the image first means that you can bypass the nasty Undo which mostly doesn’t work in Fiji. If undo doesn’t work, close the duplicated image, erase the line in the macro that you wanted to undo, duplicate the image again and run the macro on it. This way you quickly go back to where you got stuck and can try something else.

Med vänlig hälsning / Best regards

Sylvie

@@@@@@@@@@@@@@@@@@@@@@@@
Sylvie Le Guyader, PhD
Live Cell Imaging Facility Manager
Karolinska Institutet- Bionut Dpt
Blickagången 16,
Room 7362 (lab)/7840 (office)
14157 Huddinge, Sweden
mobile: +46 (0) 73 733 5008
LCI website
Follow our microscopy blog!

-----Original Message-----
From: Confocal Microscopy List <[hidden email]> On Behalf Of Straatman, Kees (Dr.)
Sent: 17 February 2021 19:25
To: [hidden email]
Subject: Re: image manipulation

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*****

Hi All,

You can do the same as Mark suggest using ImageJ/Fiji, no costs involved. ImageJ/Fiji include a relatively easy macro language and there are many online resources out there for help and advice.

ImageJ/Fiji also include a recorder that allows you to record your analysis steps in ImageJ Macro language, JavaScript, Beanshell, Python or Java.

Save you recorded or written macro with the analysed data and you always can check/show later how the data was analysed.

Best wishes

Kees


Dr Ir K.R. Straatman FRMS

Advanced Imaging Facility

University of Leicester
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________________________________
From: Confocal Microscopy List <[hidden email]> on behalf of Mark Cannell <[hidden email]>
Sent: 17 February 2021 11:19
To: [hidden email] <[hidden email]>
Subject: Re: image manipulation

*****
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*****

Hi All

I think the best approach is to keep primary data together with the program script that produces the final image in the same folder. We use to use IDL but have switched to Matlab for all image processing and analysis so our code is available and code parts can be re-used easily (such as complicated segmentation routines). Of course there is a steep learning curve to using/developing such scripts but at least we can be sure of the reproducibility of the results and no intermediate images need to be stored so it's very space efficient. The downsides might be:
1) Steep learning curves (but the increased depth of  understanding offsets this). Most undergrads I've met are able to get to grips with simple image processing in these environments.
2) Time -to write a program to open a data set, gaussian filter it and store the results take a bit longer than clicking on buttons in imagej. This difference disappears if many images need to be processed in the same way.
3) Cost -some universities have site licenses but if you have to pay for the license it is a problem if it's not been budgeted for in grants. I know that Python/scipy is free tool that is powerful but the learning curve is (I think) steeper because it's somewhat lower level than IDL/Matlab plus generally weak documentation and poor user interface. There may be fewer user submitted and tested library routines but it may improve in this regard. I'm not sure how easy it is to develop complicated image processing programs in this environment  (you get what you pay for) and since I've never encountered anything that can't be done with matlab plus extensions I've never felt the need to get to grips with python/scipy/numpy even as it evolves.
4) Reluctance to get to grips with programming -but the computer is the slide rule of today's scientist so why not learn to unleash its full power if you want to be a professional scientist?
5) Lack of local support in use of the tool -but help groups exist although don't expect much help if you don't try to RTFM.

I have no commercial interest in any of the solutions mentioned.

My 2c

Cheers Mark

Mark B. Cannell. Ph.D. FRSNZ FISHR
Department of Physiology, Pharmacology & Neuroscience School of Medical Sciences University Walk Bristol BS8 1TD

[hidden email]



On 17/02/21, 12:09 AM, "Confocal Microscopy List on behalf of Benjamin Smith" <[hidden email] on behalf of [hidden email]> wrote:

    *****
    To join, leave or search the confocal microscopy listserv, go to:
    https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
    Post images on https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=wgFXQ%2B4LX2mU69fVMhBmR70v19euX0yq60Lrbdc0gF8%3D&amp;reserved=0 and include the link in your posting.
    *****

    I really like Zdenek's supplemental movie stack idea.  I've also used flow
    charts to show the processing steps along with a link for downloading a
    macro that does these steps: https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbit.ly%2F3jYyC4e&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=B0BRKjgT3cXbDCfWbEdw%2BMMW1NtXqXgwntVbNTc65V0%3D&amp;reserved=0

    Both of these ideas are a win-win, because not only does it clearly
    disclose your processing steps for people who may want to reproduce your
    analysis, but it also makes it much easier for the reviewers to understand
    how each step impacted the image.

    On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <[hidden email]>
    wrote:

    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
    > https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
    > Post images on https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0 and include the link in your posting.
    > *****
    >
    > Dear Zdenek,
    >
    > I completely agree with your concluding statements in your post.
    >
    > Often, during image analysis, there are image processing steps that
    > dramatically modify the image histogram and manipulate the images as part
    > of the analysis workflow. However, I emphasis to the researchers I’m
    > helping to document every step of the workflow and justify each step. This
    > way, any image modification/manipulation is fully transparent and
    > adequately justified for the reviewers and readers.
    > In fact, I usually recommend to users to create an image stack that
    > captures each modification made as a slice in that stack. The final stack
    > can even be uploaded as supplementary images when possible.
    >
    > I believe that transparency is key.
    >
    > Cheers
    >
    > Yours sincerely,
    >
    > Praju Vikas Anekal. Ph.D.
    > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging Research
    > Unit.
    > Faculty of Medical and Health Sciences, The University of Auckland.
    > E-Mail : [hidden email]<mailto:[hidden email]> , Ext :
    > 87831
    >
    > From: Confocal Microscopy List <[hidden email]> On
    > Behalf Of Zdenek Svindrych
    > Sent: Wednesday, 17 February 2021 9:34 AM
    > To: [hidden email]
    > Subject: Re: image manipulation
    >
    > *****
    > To join, leave or search the confocal microscopy listserv, go to:
    > https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=emn8fb5WF0uS4ILex7ubY3IdJC5ffgp4BsLHd7kzHgI%3D&amp;reserved=0<
    > https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=emn8fb5WF0uS4ILex7ubY3IdJC5ffgp4BsLHd7kzHgI%3D&amp;reserved=0>
    > Post images on https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0<https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0> and include the
    > link in your posting.
    > *****
    >
    > Hi Jeremy and other listers,
    >
    > you don't really need any of these tricks to discern fraudulent images, as
    > an extreme example see the figure 5d here
    > [ https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=hadTh%2FutgHTfsP31AH4zcYqrGXw0bPrUdmXsaajm7%2BM%3D&amp;reserved=0<
    > https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=fFps7fX%2BhGTkPBRSU47MzhdJJt6DqQkmfna4Xaj76Go%3D&amp;reserved=0> ]
    > or here if paywalled:
    > [ https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=NrhFETUH%2BOvgWKdAKrEGG6VNSn1F%2B8xvClFB8519J%2BY%3D&amp;reserved=0<
    > https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=NrhFETUH%2BOvgWKdAKrEGG6VNSn1F%2B8xvClFB8519J%2BY%3D&amp;reserved=0> ]
    > The curves are just scaled copies of the same curve, as pointed out here [
    > https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=vUbFFkkoGLJRO5Q7LZc97Z3mIrR2jTK%2FbNXsn%2F06snY%3D&amp;reserved=0<
    > https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=vUbFFkkoGLJRO5Q7LZc97Z3mIrR2jTK%2FbNXsn%2F06snY%3D&amp;reserved=0> ],
    > unbelievable!
    >
    > Worth noting, after couple retractions (e.g. Nature Communications, see [
    > https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=zFK6ujyqhEJ%2FUJYbAdebI%2FL6%2BMnB8n8CjhEfvpOZLkU%3D&amp;reserved=0<
    > https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=%2BD6qZ27SO1jwlVDj2h6bfYcP2bXNcEPv4%2B7FBJiunI0%3D&amp;reserved=0> ]) and countless allegations of
    > fraud, the group is still in business, publishing, receiving grants...
    >
    > Don't let anything like this happen (even unintentionally), as it could
    > (and should) ruin your career!
    >
    > If anyone has a suspicion of undisclosed image manipulations in their
    > group, just talk to your lab members. It's OK to make figures nicer and
    > easier to understand, just don't hide it. Even photoshoping is fine, as
    > long as you disclose it (well, the reviewers might not be happy, but you
    > can respond in the rebuttal that "we achieved the same result in ImageJ by
    > doing this, this and this...").
    >
    > For honest and open science,
    > zdenek
    >
    >
    >
    > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
    > <mailto:[hidden email]>> wrote:
    >
    > > *****
    > > To join, leave or search the confocal microscopy listserv, go to:
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    > the link in your posting.
    > > *****
    > >
    > > Hej Sylvie,
    > >
    > > 1) look at the histogram for each channel
    > > 2) use a variance filter - if bits have been cut and pasted from
    > different
    > > original images, the variance in the background may differ.
    > > 3) a more sophisticated option is to look for the local poisson noise -
    > > this should be the same in all areas of the image with a similar
    > intensity
    > > - but will differ if cutting and pasting has been used.
    > >
    > > However there is a competition between those committing fraud and those
    > > chasing fraud - both improve.
    > > There is also a major interest in comparing papers to check if the same
    > > image has been re used.
    > >
    > > Jeremy
    > > ===============================================
    > > B i o V i s P l a t f o r m of Uppsala University
    > > Light & EM microscopy / FlowCytometry & Cell Sorting /
    > > Image Analysis
    > > ===============================================
    > > Jeremy Adler PhD - Senior research engineer
    > > Light, Confocal Microscopy, Image Analysis
    > > E-mail: [hidden email]<mailto:[hidden email]>
    > > 070-1679349
    > >
    > > Dag Hammarskjölds v 20
    > > 751 85 UPPSALA, SWEDEN
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    > > ===============================================
    > >
    > >
    > >
    > >
    > >
    > >
    > >
    > > -----Original Message-----
    > > From: Confocal Microscopy List <[hidden email]<mailto:
    > [hidden email]>> On
    > > Behalf Of Sylvie Le Guyader
    > > Sent: Tuesday, February 16, 2021 3:17 PM
    > > To: [hidden email]<mailto:
    > [hidden email]>
    > > Subject: image manipulation
    > >
    > > *****
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    > the link in your posting.
    > > *****
    > >
    > > Dear list
    > >
    > > I remember hearing or reading somewhere of a Fiji (maybe) plugin to help
    > > group leaders detect potential image manipulation but I cannot find what
    > it
    > > was. Has anyone heard of it who could point me to the right direction?
    > >
    > > Med vänlig hälsning / Best regards
    > >
    > > Sylvie
    > >
    > > @@@@@@@@@@@@@@@@@@@@@@@@
    > > Sylvie Le Guyader, PhD
    > > Live Cell Imaging Facility Manager
    > > Karolinska Institutet- Bionut Dpt
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    > Zdenek Svindrych, Ph.D.
    > Research Scientist - Microscopy Imaging Specialist
    > Department of Biochemistry and Cell Biology
    > Geisel School of Medicine at Dartmouth
    >


    --
    Benjamin E. Smith, Ph. D.
    Imaging Specialist, Vision Science
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Brian Northan Brian Northan
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

I have a few things to add from the perspective of a image processing
developer who has worked on reproducible image processing work flows and
algorithms.  A couple of years ago I was part of a large group involved in
a major reproducibility study https://pubmed.ncbi.nlm.nih.gov/31845647/

1) In addition to MATLAB, Python and ImageJ I also recommend a tool called
KNIME (https://www.knime.com/).  It has a bit of a learning curve, but less
so then MATLAB or Python.  It is a GUI based visual programming tool for
data and image analysis.  We used it for our reproducibility study and
found it a nice way for developers and non-developers to collaborate on
workflows.

2)  https://forum.image.sc/ The image sc forum has become the go to place
for image processing discussions.  Anyone doing image processing should
take advantage of this resource.

3) MATLAB vs Python: I've used both and like both and have not found a huge
difference in learning-curves.  Python has a huge number of well tested
extensions, more than MATLAB in my experience, though I am not aware of an
official count.  Some Python tool kits like scikit-image, Napari
(visualization), and the deep learning eco-system are extremely well
supported on https://forum.image.sc/.  For example just today there was
this thread started
https://forum.image.sc/t/looking-for-life-scientists-to-collaborate-on-scikit-image-tutorials/49073

4) For reproducible work, Algorithms should be described with the same
names across platforms (ie Otsu Thresholding, Richardson Lucy
Deconvolution, etc.).  In our reproducibility study it was hard for us to
figure out the previous protocol as non-standard algorithm names were used
in the description we got.

5) In my experience if there is strong evidence in an image, you can often
process the image and get results relatively easily and get the same result
from multiple approaches.  Tweaking super complicated image processing
protocols sometimes just overfits the data.

6) Validation:  I've heard a lot of talk over the years about tools
being "validated" or "quantitative". "Validation" of algorithms isn't
trivial and 'quantitative" is a vague term.  The best "validation" test is
one where an independent group publicly releases data and gives developers
of different platforms a chance to run the test and show it meets a
standard.

Brian

On Thu, Feb 18, 2021 at 6:00 AM Sylvie Le Guyader <[hidden email]>
wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> We also recommend turning on the Macro record function systematically when
> playing around to build a pipeline. This combined with duplicating the
> image first means that you can bypass the nasty Undo which mostly doesn’t
> work in Fiji. If undo doesn’t work, close the duplicated image, erase the
> line in the macro that you wanted to undo, duplicate the image again and
> run the macro on it. This way you quickly go back to where you got stuck
> and can try something else.
>
> Med vänlig hälsning / Best regards
>
> Sylvie
>
> @@@@@@@@@@@@@@@@@@@@@@@@
> Sylvie Le Guyader, PhD
> Live Cell Imaging Facility Manager
> Karolinska Institutet- Bionut Dpt
> Blickagången 16,
> Room 7362 (lab)/7840 (office)
> 14157 Huddinge, Sweden
> mobile: +46 (0) 73 733 5008
> LCI website
> Follow our microscopy blog!
>
> -----Original Message-----
> From: Confocal Microscopy List <[hidden email]> On
> Behalf Of Straatman, Kees (Dr.)
> Sent: 17 February 2021 19:25
> To: [hidden email]
> Subject: Re: image manipulation
>
> *****
> To join, leave or search the confocal microscopy listserv, go to:
>
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=ZQw%2BzU4s6y2z6aI2bf11SwMO0qBzOZwmAkcAVw%2Ba%2Fns%3D&amp;reserved=0
> Post images on
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=I11lPx805LglQnykUbmVqxpkCou9UlRxJibZ6CF%2FZ%2BQ%3D&amp;reserved=0
> and include the link in your posting.
> *****
>
> Hi All,
>
> You can do the same as Mark suggest using ImageJ/Fiji, no costs involved.
> ImageJ/Fiji include a relatively easy macro language and there are many
> online resources out there for help and advice.
>
> ImageJ/Fiji also include a recorder that allows you to record your
> analysis steps in ImageJ Macro language, JavaScript, Beanshell, Python or
> Java.
>
> Save you recorded or written macro with the analysed data and you always
> can check/show later how the data was analysed.
>
> Best wishes
>
> Kees
>
>
> Dr Ir K.R. Straatman FRMS
>
> Advanced Imaging Facility
>
> University of Leicester
>
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.le.ac.uk%2Fadvanced-imaging-facility&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=kS4DqCpjT0uQFMi%2BhmHzNXXbHTEGWWRtEbgtKdNQ8qM%3D&amp;reserved=0
> <
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.le.ac.uk%2Fadvanced-imaging-facility&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=kS4DqCpjT0uQFMi%2BhmHzNXXbHTEGWWRtEbgtKdNQ8qM%3D&amp;reserved=0
> >
>
>
> ________________________________
> From: Confocal Microscopy List <[hidden email]> on
> behalf of Mark Cannell <[hidden email]>
> Sent: 17 February 2021 11:19
> To: [hidden email] <[hidden email]>
> Subject: Re: image manipulation
>
> *****
> To join, leave or search the confocal microscopy listserv, go to:
>
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
> Post images on
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=wgFXQ%2B4LX2mU69fVMhBmR70v19euX0yq60Lrbdc0gF8%3D&amp;reserved=0
> and include the link in your posting.
> *****
>
> Hi All
>
> I think the best approach is to keep primary data together with the
> program script that produces the final image in the same folder. We use to
> use IDL but have switched to Matlab for all image processing and analysis
> so our code is available and code parts can be re-used easily (such as
> complicated segmentation routines). Of course there is a steep learning
> curve to using/developing such scripts but at least we can be sure of the
> reproducibility of the results and no intermediate images need to be stored
> so it's very space efficient. The downsides might be:
> 1) Steep learning curves (but the increased depth of  understanding
> offsets this). Most undergrads I've met are able to get to grips with
> simple image processing in these environments.
> 2) Time -to write a program to open a data set, gaussian filter it and
> store the results take a bit longer than clicking on buttons in imagej.
> This difference disappears if many images need to be processed in the same
> way.
> 3) Cost -some universities have site licenses but if you have to pay for
> the license it is a problem if it's not been budgeted for in grants. I know
> that Python/scipy is free tool that is powerful but the learning curve is
> (I think) steeper because it's somewhat lower level than IDL/Matlab plus
> generally weak documentation and poor user interface. There may be fewer
> user submitted and tested library routines but it may improve in this
> regard. I'm not sure how easy it is to develop complicated image processing
> programs in this environment  (you get what you pay for) and since I've
> never encountered anything that can't be done with matlab plus extensions
> I've never felt the need to get to grips with python/scipy/numpy even as it
> evolves.
> 4) Reluctance to get to grips with programming -but the computer is the
> slide rule of today's scientist so why not learn to unleash its full power
> if you want to be a professional scientist?
> 5) Lack of local support in use of the tool -but help groups exist
> although don't expect much help if you don't try to RTFM.
>
> I have no commercial interest in any of the solutions mentioned.
>
> My 2c
>
> Cheers Mark
>
> Mark B. Cannell. Ph.D. FRSNZ FISHR
> Department of Physiology, Pharmacology & Neuroscience School of Medical
> Sciences University Walk Bristol BS8 1TD
>
> [hidden email]
>
>
>
> On 17/02/21, 12:09 AM, "Confocal Microscopy List on behalf of Benjamin
> Smith" <[hidden email] on behalf of
> [hidden email]> wrote:
>
>     *****
>     To join, leave or search the confocal microscopy listserv, go to:
>
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
>     Post images on
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=wgFXQ%2B4LX2mU69fVMhBmR70v19euX0yq60Lrbdc0gF8%3D&amp;reserved=0
> and include the link in your posting.
>     *****
>
>     I really like Zdenek's supplemental movie stack idea.  I've also used
> flow
>     charts to show the processing steps along with a link for downloading a
>     macro that does these steps:
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbit.ly%2F3jYyC4e&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=B0BRKjgT3cXbDCfWbEdw%2BMMW1NtXqXgwntVbNTc65V0%3D&amp;reserved=0
>
>     Both of these ideas are a win-win, because not only does it clearly
>     disclose your processing steps for people who may want to reproduce
> your
>     analysis, but it also makes it much easier for the reviewers to
> understand
>     how each step impacted the image.
>
>     On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <
> [hidden email]>
>     wrote:
>
>     > *****
>     > To join, leave or search the confocal microscopy listserv, go to:
>     >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
>     > Post images on
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0
> and include the link in your posting.
>     > *****
>     >
>     > Dear Zdenek,
>     >
>     > I completely agree with your concluding statements in your post.
>     >
>     > Often, during image analysis, there are image processing steps that
>     > dramatically modify the image histogram and manipulate the images as
> part
>     > of the analysis workflow. However, I emphasis to the researchers I’m
>     > helping to document every step of the workflow and justify each
> step. This
>     > way, any image modification/manipulation is fully transparent and
>     > adequately justified for the reviewers and readers.
>     > In fact, I usually recommend to users to create an image stack that
>     > captures each modification made as a slice in that stack. The final
> stack
>     > can even be uploaded as supplementary images when possible.
>     >
>     > I believe that transparency is key.
>     >
>     > Cheers
>     >
>     > Yours sincerely,
>     >
>     > Praju Vikas Anekal. Ph.D.
>     > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging
> Research
>     > Unit.
>     > Faculty of Medical and Health Sciences, The University of Auckland.
>     > E-Mail : [hidden email]<mailto:[hidden email]> ,
> Ext :
>     > 87831
>     >
>     > From: Confocal Microscopy List <[hidden email]> On
>     > Behalf Of Zdenek Svindrych
>     > Sent: Wednesday, 17 February 2021 9:34 AM
>     > To: [hidden email]
>     > Subject: Re: image manipulation
>     >
>     > *****
>     > To join, leave or search the confocal microscopy listserv, go to:
>     >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=emn8fb5WF0uS4ILex7ubY3IdJC5ffgp4BsLHd7kzHgI%3D&amp;reserved=0
> <
>     >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=emn8fb5WF0uS4ILex7ubY3IdJC5ffgp4BsLHd7kzHgI%3D&amp;reserved=0
> >
>     > Post images on
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0
> <
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0>
> and include the
>     > link in your posting.
>     > *****
>     >
>     > Hi Jeremy and other listers,
>     >
>     > you don't really need any of these tricks to discern fraudulent
> images, as
>     > an extreme example see the figure 5d here
>     > [
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=hadTh%2FutgHTfsP31AH4zcYqrGXw0bPrUdmXsaajm7%2BM%3D&amp;reserved=0
> <
>     >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=fFps7fX%2BhGTkPBRSU47MzhdJJt6DqQkmfna4Xaj76Go%3D&amp;reserved=0>
> ]
>     > or here if paywalled:
>     > [
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=NrhFETUH%2BOvgWKdAKrEGG6VNSn1F%2B8xvClFB8519J%2BY%3D&amp;reserved=0
> <
>     >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=NrhFETUH%2BOvgWKdAKrEGG6VNSn1F%2B8xvClFB8519J%2BY%3D&amp;reserved=0>
> ]
>     > The curves are just scaled copies of the same curve, as pointed out
> here [
>     >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=vUbFFkkoGLJRO5Q7LZc97Z3mIrR2jTK%2FbNXsn%2F06snY%3D&amp;reserved=0
> <
>     >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=vUbFFkkoGLJRO5Q7LZc97Z3mIrR2jTK%2FbNXsn%2F06snY%3D&amp;reserved=0>
> ],
>     > unbelievable!
>     >
>     > Worth noting, after couple retractions (e.g. Nature Communications,
> see [
>     >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=zFK6ujyqhEJ%2FUJYbAdebI%2FL6%2BMnB8n8CjhEfvpOZLkU%3D&amp;reserved=0
> <
>     >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=%2BD6qZ27SO1jwlVDj2h6bfYcP2bXNcEPv4%2B7FBJiunI0%3D&amp;reserved=0>
> ]) and countless allegations of
>     > fraud, the group is still in business, publishing, receiving
> grants...
>     >
>     > Don't let anything like this happen (even unintentionally), as it
> could
>     > (and should) ruin your career!
>     >
>     > If anyone has a suspicion of undisclosed image manipulations in their
>     > group, just talk to your lab members. It's OK to make figures nicer
> and
>     > easier to understand, just don't hide it. Even photoshoping is fine,
> as
>     > long as you disclose it (well, the reviewers might not be happy, but
> you
>     > can respond in the rebuttal that "we achieved the same result in
> ImageJ by
>     > doing this, this and this...").
>     >
>     > For honest and open science,
>     > zdenek
>     >
>     >
>     >
>     > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <[hidden email]
>     > <mailto:[hidden email]>> wrote:
>     >
>     > > *****
>     > > To join, leave or search the confocal microscopy listserv, go to:
>     > >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=4djP7aTxuX2fYzMpcAqAGsmQgsxCeqeVxkIaAEahQe4%3D&amp;reserved=0
> <
>     >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=4djP7aTxuX2fYzMpcAqAGsmQgsxCeqeVxkIaAEahQe4%3D&amp;reserved=0
> >
>     > > Post images on
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=U8%2BnHL8w8h7PTjWalxU0NestPp36I%2FNDPjAZ7JhVlws%3D&amp;reserved=0
> <
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=U8%2BnHL8w8h7PTjWalxU0NestPp36I%2FNDPjAZ7JhVlws%3D&amp;reserved=0>
> and include
>     > the link in your posting.
>     > > *****
>     > >
>     > > Hej Sylvie,
>     > >
>     > > 1) look at the histogram for each channel
>     > > 2) use a variance filter - if bits have been cut and pasted from
>     > different
>     > > original images, the variance in the background may differ.
>     > > 3) a more sophisticated option is to look for the local poisson
> noise -
>     > > this should be the same in all areas of the image with a similar
>     > intensity
>     > > - but will differ if cutting and pasting has been used.
>     > >
>     > > However there is a competition between those committing fraud and
> those
>     > > chasing fraud - both improve.
>     > > There is also a major interest in comparing papers to check if the
> same
>     > > image has been re used.
>     > >
>     > > Jeremy
>     > > ===============================================
>     > > B i o V i s P l a t f o r m of Uppsala University
>     > > Light & EM microscopy / FlowCytometry & Cell Sorting /
>     > > Image Analysis
>     > > ===============================================
>     > > Jeremy Adler PhD - Senior research engineer
>     > > Light, Confocal Microscopy, Image Analysis
>     > > E-mail: [hidden email]<mailto:[hidden email]>
>     > > 070-1679349
>     > >
>     > > Dag Hammarskjölds v 20
>     > > 751 85 UPPSALA, SWEDEN
>     > >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbiovis.uu.se%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=cHWHRn7Z6QWU630aZGoOLsIYsB3kcM9NQuutg96oiAM%3D&amp;reserved=0
> <
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> >
>     > > ===============================================
>     > >
>     > >
>     > >
>     > >
>     > >
>     > >
>     > >
>     > > -----Original Message-----
>     > > From: Confocal Microscopy List <[hidden email]
> <mailto:
>     > [hidden email]>> On
>     > > Behalf Of Sylvie Le Guyader
>     > > Sent: Tuesday, February 16, 2021 3:17 PM
>     > > To: [hidden email]<mailto:
>     > [hidden email]>
>     > > Subject: image manipulation
>     > >
>     > > *****
>     > > To join, leave or search the confocal microscopy listserv, go to:
>     > >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=oem0uHJ%2FsF1GDF3fLwTbvZva%2F0JmNbcj17tkkRzvoA0%3D&amp;reserved=0
> <
>     >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=oem0uHJ%2FsF1GDF3fLwTbvZva%2F0JmNbcj17tkkRzvoA0%3D&amp;reserved=0
> >
>     > > Post images on
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=gvZYe4MoGwk7sNu1lwE9tqi4iz7uPsMsqes%2FDjzNZn4%3D&amp;reserved=0
> <
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=gvZYe4MoGwk7sNu1lwE9tqi4iz7uPsMsqes%2FDjzNZn4%3D&amp;reserved=0>
> and include
>     > the link in your posting.
>     > > *****
>     > >
>     > > Dear list
>     > >
>     > > I remember hearing or reading somewhere of a Fiji (maybe) plugin
> to help
>     > > group leaders detect potential image manipulation but I cannot
> find what
>     > it
>     > > was. Has anyone heard of it who could point me to the right
> direction?
>     > >
>     > > Med vänlig hälsning / Best regards
>     > >
>     > > Sylvie
>     > >
>     > > @@@@@@@@@@@@@@@@@@@@@@@@
>     > > Sylvie Le Guyader, PhD
>     > > Live Cell Imaging Facility Manager
>     > > Karolinska Institutet- Bionut Dpt
>     > > Blickagången 16,
>     > > Room 7362 (lab)/7840 (office)
>     > > 14157 Huddinge, Sweden
>     > > mobile: +46 (0) 73 733 5008
>     > > LCI website<
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>     > >
>     >
>     >
>     > --
>     > --
>     > Zdenek Svindrych, Ph.D.
>     > Research Scientist - Microscopy Imaging Specialist
>     > Department of Biochemistry and Cell Biology
>     > Geisel School of Medicine at Dartmouth
>     >
>
>
>     --
>     Benjamin E. Smith, Ph. D.
>     Imaging Specialist, Vision Science
>     University of California, Berkeley
>     195 Weill Hall
>     Berkeley, CA  94720-3200
>     Tel  (510) 642-9712
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>     e-mail: [hidden email]
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Benjamin Smith Benjamin Smith
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Re: image manipulation

*****
To join, leave or search the confocal microscopy listserv, go to:
http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
Post images on http://www.imgur.com and include the link in your posting.
*****

One other quick consideration for Python vs. Matlab.  If the pipeline is in
Matlab, people will have to pay to verify and use your process, if it is in
Python they can verify and use it for free.  Having licensing fees as a
barrier of entry to doing science feels less than ideal, especially if you
feel science should be equally accessible to everyone.

On Mon, Feb 22, 2021 at 6:08 AM Brian Northan <[hidden email]> wrote:

> *****
> To join, leave or search the confocal microscopy listserv, go to:
> http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> Post images on http://www.imgur.com and include the link in your posting.
> *****
>
> I have a few things to add from the perspective of a image processing
> developer who has worked on reproducible image processing work flows and
> algorithms.  A couple of years ago I was part of a large group involved in
> a major reproducibility study https://pubmed.ncbi.nlm.nih.gov/31845647/
>
> 1) In addition to MATLAB, Python and ImageJ I also recommend a tool called
> KNIME (https://www.knime.com/).  It has a bit of a learning curve, but
> less
> so then MATLAB or Python.  It is a GUI based visual programming tool for
> data and image analysis.  We used it for our reproducibility study and
> found it a nice way for developers and non-developers to collaborate on
> workflows.
>
> 2)  https://forum.image.sc/ The image sc forum has become the go to place
> for image processing discussions.  Anyone doing image processing should
> take advantage of this resource.
>
> 3) MATLAB vs Python: I've used both and like both and have not found a huge
> difference in learning-curves.  Python has a huge number of well tested
> extensions, more than MATLAB in my experience, though I am not aware of an
> official count.  Some Python tool kits like scikit-image, Napari
> (visualization), and the deep learning eco-system are extremely well
> supported on https://forum.image.sc/.  For example just today there was
> this thread started
>
> https://forum.image.sc/t/looking-for-life-scientists-to-collaborate-on-scikit-image-tutorials/49073
>
> 4) For reproducible work, Algorithms should be described with the same
> names across platforms (ie Otsu Thresholding, Richardson Lucy
> Deconvolution, etc.).  In our reproducibility study it was hard for us to
> figure out the previous protocol as non-standard algorithm names were used
> in the description we got.
>
> 5) In my experience if there is strong evidence in an image, you can often
> process the image and get results relatively easily and get the same result
> from multiple approaches.  Tweaking super complicated image processing
> protocols sometimes just overfits the data.
>
> 6) Validation:  I've heard a lot of talk over the years about tools
> being "validated" or "quantitative". "Validation" of algorithms isn't
> trivial and 'quantitative" is a vague term.  The best "validation" test is
> one where an independent group publicly releases data and gives developers
> of different platforms a chance to run the test and show it meets a
> standard.
>
> Brian
>
> On Thu, Feb 18, 2021 at 6:00 AM Sylvie Le Guyader <[hidden email]
> >
> wrote:
>
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> > http://lists.umn.edu/cgi-bin/wa?A0=confocalmicroscopy
> > Post images on http://www.imgur.com and include the link in your
> posting.
> > *****
> >
> > We also recommend turning on the Macro record function systematically
> when
> > playing around to build a pipeline. This combined with duplicating the
> > image first means that you can bypass the nasty Undo which mostly doesn’t
> > work in Fiji. If undo doesn’t work, close the duplicated image, erase the
> > line in the macro that you wanted to undo, duplicate the image again and
> > run the macro on it. This way you quickly go back to where you got stuck
> > and can try something else.
> >
> > Med vänlig hälsning / Best regards
> >
> > Sylvie
> >
> > @@@@@@@@@@@@@@@@@@@@@@@@
> > Sylvie Le Guyader, PhD
> > Live Cell Imaging Facility Manager
> > Karolinska Institutet- Bionut Dpt
> > Blickagången 16,
> > Room 7362 (lab)/7840 (office)
> > 14157 Huddinge, Sweden
> > mobile: +46 (0) 73 733 5008
> > LCI website
> > Follow our microscopy blog!
> >
> > -----Original Message-----
> > From: Confocal Microscopy List <[hidden email]> On
> > Behalf Of Straatman, Kees (Dr.)
> > Sent: 17 February 2021 19:25
> > To: [hidden email]
> > Subject: Re: image manipulation
> >
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=ZQw%2BzU4s6y2z6aI2bf11SwMO0qBzOZwmAkcAVw%2Ba%2Fns%3D&amp;reserved=0
> > Post images on
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=I11lPx805LglQnykUbmVqxpkCou9UlRxJibZ6CF%2FZ%2BQ%3D&amp;reserved=0
> > and include the link in your posting.
> > *****
> >
> > Hi All,
> >
> > You can do the same as Mark suggest using ImageJ/Fiji, no costs involved.
> > ImageJ/Fiji include a relatively easy macro language and there are many
> > online resources out there for help and advice.
> >
> > ImageJ/Fiji also include a recorder that allows you to record your
> > analysis steps in ImageJ Macro language, JavaScript, Beanshell, Python or
> > Java.
> >
> > Save you recorded or written macro with the analysed data and you always
> > can check/show later how the data was analysed.
> >
> > Best wishes
> >
> > Kees
> >
> >
> > Dr Ir K.R. Straatman FRMS
> >
> > Advanced Imaging Facility
> >
> > University of Leicester
> >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.le.ac.uk%2Fadvanced-imaging-facility&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=kS4DqCpjT0uQFMi%2BhmHzNXXbHTEGWWRtEbgtKdNQ8qM%3D&amp;reserved=0
> > <
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.le.ac.uk%2Fadvanced-imaging-facility&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481225983%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=kS4DqCpjT0uQFMi%2BhmHzNXXbHTEGWWRtEbgtKdNQ8qM%3D&amp;reserved=0
> > >
> >
> >
> > ________________________________
> > From: Confocal Microscopy List <[hidden email]> on
> > behalf of Mark Cannell <[hidden email]>
> > Sent: 17 February 2021 11:19
> > To: [hidden email] <[hidden email]>
> > Subject: Re: image manipulation
> >
> > *****
> > To join, leave or search the confocal microscopy listserv, go to:
> >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
> > Post images on
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=wgFXQ%2B4LX2mU69fVMhBmR70v19euX0yq60Lrbdc0gF8%3D&amp;reserved=0
> > and include the link in your posting.
> > *****
> >
> > Hi All
> >
> > I think the best approach is to keep primary data together with the
> > program script that produces the final image in the same folder. We use
> to
> > use IDL but have switched to Matlab for all image processing and analysis
> > so our code is available and code parts can be re-used easily (such as
> > complicated segmentation routines). Of course there is a steep learning
> > curve to using/developing such scripts but at least we can be sure of the
> > reproducibility of the results and no intermediate images need to be
> stored
> > so it's very space efficient. The downsides might be:
> > 1) Steep learning curves (but the increased depth of  understanding
> > offsets this). Most undergrads I've met are able to get to grips with
> > simple image processing in these environments.
> > 2) Time -to write a program to open a data set, gaussian filter it and
> > store the results take a bit longer than clicking on buttons in imagej.
> > This difference disappears if many images need to be processed in the
> same
> > way.
> > 3) Cost -some universities have site licenses but if you have to pay for
> > the license it is a problem if it's not been budgeted for in grants. I
> know
> > that Python/scipy is free tool that is powerful but the learning curve is
> > (I think) steeper because it's somewhat lower level than IDL/Matlab plus
> > generally weak documentation and poor user interface. There may be fewer
> > user submitted and tested library routines but it may improve in this
> > regard. I'm not sure how easy it is to develop complicated image
> processing
> > programs in this environment  (you get what you pay for) and since I've
> > never encountered anything that can't be done with matlab plus extensions
> > I've never felt the need to get to grips with python/scipy/numpy even as
> it
> > evolves.
> > 4) Reluctance to get to grips with programming -but the computer is the
> > slide rule of today's scientist so why not learn to unleash its full
> power
> > if you want to be a professional scientist?
> > 5) Lack of local support in use of the tool -but help groups exist
> > although don't expect much help if you don't try to RTFM.
> >
> > I have no commercial interest in any of the solutions mentioned.
> >
> > My 2c
> >
> > Cheers Mark
> >
> > Mark B. Cannell. Ph.D. FRSNZ FISHR
> > Department of Physiology, Pharmacology & Neuroscience School of Medical
> > Sciences University Walk Bristol BS8 1TD
> >
> > [hidden email]
> >
> >
> >
> > On 17/02/21, 12:09 AM, "Confocal Microscopy List on behalf of Benjamin
> > Smith" <[hidden email] on behalf of
> > [hidden email]> wrote:
> >
> >     *****
> >     To join, leave or search the confocal microscopy listserv, go to:
> >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
> >     Post images on
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=wgFXQ%2B4LX2mU69fVMhBmR70v19euX0yq60Lrbdc0gF8%3D&amp;reserved=0
> > and include the link in your posting.
> >     *****
> >
> >     I really like Zdenek's supplemental movie stack idea.  I've also used
> > flow
> >     charts to show the processing steps along with a link for
> downloading a
> >     macro that does these steps:
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbit.ly%2F3jYyC4e&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=B0BRKjgT3cXbDCfWbEdw%2BMMW1NtXqXgwntVbNTc65V0%3D&amp;reserved=0
> >
> >     Both of these ideas are a win-win, because not only does it clearly
> >     disclose your processing steps for people who may want to reproduce
> > your
> >     analysis, but it also makes it much easier for the reviewers to
> > understand
> >     how each step impacted the image.
> >
> >     On Tue, Feb 16, 2021 at 2:10 PM Praju Vikas Anekal <
> > [hidden email]>
> >     wrote:
> >
> >     > *****
> >     > To join, leave or search the confocal microscopy listserv, go to:
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481235973%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=pIpJ2HrqDmK9siX02WQudgv%2BYoiXeMHIg78n5s1vkVM%3D&amp;reserved=0
> >     > Post images on
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0
> > and include the link in your posting.
> >     > *****
> >     >
> >     > Dear Zdenek,
> >     >
> >     > I completely agree with your concluding statements in your post.
> >     >
> >     > Often, during image analysis, there are image processing steps that
> >     > dramatically modify the image histogram and manipulate the images
> as
> > part
> >     > of the analysis workflow. However, I emphasis to the researchers
> I’m
> >     > helping to document every step of the workflow and justify each
> > step. This
> >     > way, any image modification/manipulation is fully transparent and
> >     > adequately justified for the reviewers and readers.
> >     > In fact, I usually recommend to users to create an image stack that
> >     > captures each modification made as a slice in that stack. The final
> > stack
> >     > can even be uploaded as supplementary images when possible.
> >     >
> >     > I believe that transparency is key.
> >     >
> >     > Cheers
> >     >
> >     > Yours sincerely,
> >     >
> >     > Praju Vikas Anekal. Ph.D.
> >     > Biomed Imaging Microscopist/BioImage Analyst, Biomedical Imaging
> > Research
> >     > Unit.
> >     > Faculty of Medical and Health Sciences, The University of Auckland.
> >     > E-Mail : [hidden email]<mailto:[hidden email]> ,
> > Ext :
> >     > 87831
> >     >
> >     > From: Confocal Microscopy List <[hidden email]>
> On
> >     > Behalf Of Zdenek Svindrych
> >     > Sent: Wednesday, 17 February 2021 9:34 AM
> >     > To: [hidden email]
> >     > Subject: Re: image manipulation
> >     >
> >     > *****
> >     > To join, leave or search the confocal microscopy listserv, go to:
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=emn8fb5WF0uS4ILex7ubY3IdJC5ffgp4BsLHd7kzHgI%3D&amp;reserved=0
> > <
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=emn8fb5WF0uS4ILex7ubY3IdJC5ffgp4BsLHd7kzHgI%3D&amp;reserved=0
> > >
> >     > Post images on
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0
> > <
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=j8%2BzDM%2FigjpXdUUE9mc2F1%2FdNM9C6bFFTOwl%2BUe9TrU%3D&amp;reserved=0
> >
> > and include the
> >     > link in your posting.
> >     > *****
> >     >
> >     > Hi Jeremy and other listers,
> >     >
> >     > you don't really need any of these tricks to discern fraudulent
> > images, as
> >     > an extreme example see the figure 5d here
> >     > [
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481245975%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=hadTh%2FutgHTfsP31AH4zcYqrGXw0bPrUdmXsaajm7%2BM%3D&amp;reserved=0
> > <
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Farticle%2Fpii%2FS0920586118310848&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=fFps7fX%2BhGTkPBRSU47MzhdJJt6DqQkmfna4Xaj76Go%3D&amp;reserved=0
> >
> > ]
> >     > or here if paywalled:
> >     > [
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=NrhFETUH%2BOvgWKdAKrEGG6VNSn1F%2B8xvClFB8519J%2BY%3D&amp;reserved=0
> > <
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fscihubtw.tw%2F10.1016%2Fj.cattod.2019.01.024&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=NrhFETUH%2BOvgWKdAKrEGG6VNSn1F%2B8xvClFB8519J%2BY%3D&amp;reserved=0
> >
> > ]
> >     > The curves are just scaled copies of the same curve, as pointed out
> > here [
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=vUbFFkkoGLJRO5Q7LZc97Z3mIrR2jTK%2FbNXsn%2F06snY%3D&amp;reserved=0
> > <
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubpeer.com%2Fpublications%2F71B5E2EF6A7716D7F7F3B273E86926&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=vUbFFkkoGLJRO5Q7LZc97Z3mIrR2jTK%2FbNXsn%2F06snY%3D&amp;reserved=0
> >
> > ],
> >     > unbelievable!
> >     >
> >     > Worth noting, after couple retractions (e.g. Nature Communications,
> > see [
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=zFK6ujyqhEJ%2FUJYbAdebI%2FL6%2BMnB8n8CjhEfvpOZLkU%3D&amp;reserved=0
> > <
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F33239646&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481255961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=%2BD6qZ27SO1jwlVDj2h6bfYcP2bXNcEPv4%2B7FBJiunI0%3D&amp;reserved=0
> >
> > ]) and countless allegations of
> >     > fraud, the group is still in business, publishing, receiving
> > grants...
> >     >
> >     > Don't let anything like this happen (even unintentionally), as it
> > could
> >     > (and should) ruin your career!
> >     >
> >     > If anyone has a suspicion of undisclosed image manipulations in
> their
> >     > group, just talk to your lab members. It's OK to make figures nicer
> > and
> >     > easier to understand, just don't hide it. Even photoshoping is
> fine,
> > as
> >     > long as you disclose it (well, the reviewers might not be happy,
> but
> > you
> >     > can respond in the rebuttal that "we achieved the same result in
> > ImageJ by
> >     > doing this, this and this...").
> >     >
> >     > For honest and open science,
> >     > zdenek
> >     >
> >     >
> >     >
> >     > On Tue, Feb 16, 2021 at 9:59 AM Jeremy Adler <
> [hidden email]
> >     > <mailto:[hidden email]>> wrote:
> >     >
> >     > > *****
> >     > > To join, leave or search the confocal microscopy listserv, go to:
> >     > >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=4djP7aTxuX2fYzMpcAqAGsmQgsxCeqeVxkIaAEahQe4%3D&amp;reserved=0
> > <
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=4djP7aTxuX2fYzMpcAqAGsmQgsxCeqeVxkIaAEahQe4%3D&amp;reserved=0
> > >
> >     > > Post images on
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=U8%2BnHL8w8h7PTjWalxU0NestPp36I%2FNDPjAZ7JhVlws%3D&amp;reserved=0
> > <
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=U8%2BnHL8w8h7PTjWalxU0NestPp36I%2FNDPjAZ7JhVlws%3D&amp;reserved=0
> >
> > and include
> >     > the link in your posting.
> >     > > *****
> >     > >
> >     > > Hej Sylvie,
> >     > >
> >     > > 1) look at the histogram for each channel
> >     > > 2) use a variance filter - if bits have been cut and pasted from
> >     > different
> >     > > original images, the variance in the background may differ.
> >     > > 3) a more sophisticated option is to look for the local poisson
> > noise -
> >     > > this should be the same in all areas of the image with a similar
> >     > intensity
> >     > > - but will differ if cutting and pasting has been used.
> >     > >
> >     > > However there is a competition between those committing fraud and
> > those
> >     > > chasing fraud - both improve.
> >     > > There is also a major interest in comparing papers to check if
> the
> > same
> >     > > image has been re used.
> >     > >
> >     > > Jeremy
> >     > > ===============================================
> >     > > B i o V i s P l a t f o r m of Uppsala University
> >     > > Light & EM microscopy / FlowCytometry & Cell Sorting /
> >     > > Image Analysis
> >     > > ===============================================
> >     > > Jeremy Adler PhD - Senior research engineer
> >     > > Light, Confocal Microscopy, Image Analysis
> >     > > E-mail: [hidden email]<mailto:[hidden email]>
> >     > > 070-1679349
> >     > >
> >     > > Dag Hammarskjölds v 20
> >     > > 751 85 UPPSALA, SWEDEN
> >     > >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbiovis.uu.se%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=cHWHRn7Z6QWU630aZGoOLsIYsB3kcM9NQuutg96oiAM%3D&amp;reserved=0
> > <
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fbiovis.uu.se%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481265961%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=cHWHRn7Z6QWU630aZGoOLsIYsB3kcM9NQuutg96oiAM%3D&amp;reserved=0
> > >
> >     > > ===============================================
> >     > >
> >     > >
> >     > >
> >     > >
> >     > >
> >     > >
> >     > >
> >     > > -----Original Message-----
> >     > > From: Confocal Microscopy List <[hidden email]
> > <mailto:
> >     > [hidden email]>> On
> >     > > Behalf Of Sylvie Le Guyader
> >     > > Sent: Tuesday, February 16, 2021 3:17 PM
> >     > > To: [hidden email]<mailto:
> >     > [hidden email]>
> >     > > Subject: image manipulation
> >     > >
> >     > > *****
> >     > > To join, leave or search the confocal microscopy listserv, go to:
> >     > >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=oem0uHJ%2FsF1GDF3fLwTbvZva%2F0JmNbcj17tkkRzvoA0%3D&amp;reserved=0
> > <
> >     >
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Flists.umn.edu%2Fcgi-bin%2Fwa%3FA0%3Dconfocalmicroscopy&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=oem0uHJ%2FsF1GDF3fLwTbvZva%2F0JmNbcj17tkkRzvoA0%3D&amp;reserved=0
> > >
> >     > > Post images on
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=gvZYe4MoGwk7sNu1lwE9tqi4iz7uPsMsqes%2FDjzNZn4%3D&amp;reserved=0
> > <
> >
> https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.imgur.com%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=gvZYe4MoGwk7sNu1lwE9tqi4iz7uPsMsqes%2FDjzNZn4%3D&amp;reserved=0
> >
> > and include
> >     > the link in your posting.
> >     > > *****
> >     > >
> >     > > Dear list
> >     > >
> >     > > I remember hearing or reading somewhere of a Fiji (maybe) plugin
> > to help
> >     > > group leaders detect potential image manipulation but I cannot
> > find what
> >     > it
> >     > > was. Has anyone heard of it who could point me to the right
> > direction?
> >     > >
> >     > > Med vänlig hälsning / Best regards
> >     > >
> >     > > Sylvie
> >     > >
> >     > > @@@@@@@@@@@@@@@@@@@@@@@@
> >     > > Sylvie Le Guyader, PhD
> >     > > Live Cell Imaging Facility Manager
> >     > > Karolinska Institutet- Bionut Dpt
> >     > > Blickagången 16,
> >     > > Room 7362 (lab)/7840 (office)
> >     > > 14157 Huddinge, Sweden
> >     > > mobile: +46 (0) 73 733 5008
> >     > > LCI website<
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fki.se%2Fen%2Fbionut%2Fwelcome-to-the-lci-facility&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481275953%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=sp3q3Y%2BwL8izQPAAUWR%2BnuPj93H5xhD0FgazjuYUwo4%3D&amp;reserved=0
> > <
> >     >
> >
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> > >>
> >     > > Follow our microscopy blog!<
> >
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> > <
> >     >
> >
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> > >>
> >     > >
> >     > >
> >     > >
> >     > >
> >     > > När du skickar e-post till Karolinska Institutet (KI) innebär
> > detta att
> >     > KI
> >     > > kommer att behandla dina personuppgifter. Här finns information
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> >     > > behandlar personuppgifter<
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> >
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> >
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> >     > >
> >     > >
> >     > > Sending email to Karolinska Institutet (KI) will result in KI
> > processing
> >     > > your personal data. You can read more about KI's processing of
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> >
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> >     > >
> >     > >
> >     > > När du har kontakt med oss på Uppsala universitet med e-post så
> > innebär
> >     > > det att vi behandlar dina personuppgifter. För att läsa mer om
> hur
> > vi gör
> >     > > det kan du läsa här:
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> > >
> >     > >
> >     > > E-mailing Uppsala University means that we will process your
> > personal
> >     > > data. For more information on how this is performed, please read
> > here:
> >     > >
> >
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> > >
> >     > >
> >     >
> >     >
> >     > --
> >     > --
> >     > Zdenek Svindrych, Ph.D.
> >     > Research Scientist - Microscopy Imaging Specialist
> >     > Department of Biochemistry and Cell Biology
> >     > Geisel School of Medicine at Dartmouth
> >     >
> >
> >
> >     --
> >     Benjamin E. Smith, Ph. D.
> >     Imaging Specialist, Vision Science
> >     University of California, Berkeley
> >     195 Weill Hall
> >     Berkeley, CA  94720-3200
> >     Tel  (510) 642-9712
> >     Fax (510) 643-6791
> >     e-mail: [hidden email]
> >
> >
> https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fvision.berkeley.edu%2Ffaculty%2Fcore-grants-nei%2Fcore-grant-microscopic-imaging%2F&amp;data=04%7C01%7Csylvie.le.guyader%40KI.SE%7Cee757aa702ba4f4218bc08d8d3716fe5%7Cbff7eef1cf4b4f32be3da1dda043c05d%7C0%7C0%7C637491831481295939%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&amp;sdata=W4f2p277q5mxi6G3h4UHRc5NxbjOT6o5G6wuEUJ6gsk%3D&amp;reserved=0
> >
> >
> >
> > När du skickar e-post till Karolinska Institutet (KI) innebär detta att
> KI
> > kommer att behandla dina personuppgifter. Här finns information om hur KI
> > behandlar personuppgifter<
> > https://ki.se/medarbetare/integritetsskyddspolicy>.
> >
> >
> > Sending email to Karolinska Institutet (KI) will result in KI processing
> > your personal data. You can read more about KI’s processing of personal
> > data here<https://ki.se/en/staff/data-protection-policy>.
> >
>
>

--
Benjamin E. Smith, Ph. D.
Imaging Specialist, Vision Science
University of California, Berkeley
195 Weill Hall
Berkeley, CA  94720-3200
Tel  (510) 642-9712
Fax (510) 643-6791
e-mail: [hidden email]
https://vision.berkeley.edu/faculty/core-grants-nei/core-grant-microscopic-imaging/