Deep Learning for Microscopy Image Analysis
Topics The following will be covered extensively during lectures, exercises, and project work: Image denoising and restoration (fully supervised and self-supervised) Image translation (e.g.,
π¨ Alarm!!! π¨
AI/ML course for microscopy image analysis!!! π§
In 2026 at Janelia (@hhmijanelia.bsky.social), no tuition, housing and meals provided! Isnβt that borderline unbelievable?!?
20 students, ~14 TAs and lecturers
ποΈ June 4-18 2026
βοΈ Jan 15 2026 βοΈ
π pls!!
www.janelia.org/you-janelia/...
28.12.2025 19:05
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27.12.2025 16:58
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The new ShapeEmbed deep learning method helps quantify shapes in bioimages π¬
It learns to encode 2D object outlines into descriptors that are invariant to several geometric transformations.
Great for robust cell shape analysis, classification & exploring phenotypes.
neurips.cc/virtual/2025...
18.12.2025 08:56
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Somehow this made me smile more than it should reasonably have
16.12.2025 20:36
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Crank up the sound and come sing "self-supervised, we rise" with me:
paper2song.com/virtual/2025...
May the genius who created this be blessed with an eternity of good review karma.
06.12.2025 13:42
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Organisers of the Crick BioImage Analysis Symposium 2025
Organising symposia is a whole lot less work and more fun when you've got an enthusiastic group of fellow organisers to help out.
But #CBIAS2025 was my 6th and I think it's now time to step back a little.
So from next year, @lankylaste.bsky.social will be taking the lead.
Roll on #CBIAS2026!
02.12.2025 14:56
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If you are attending @neuripsconf.bsky.social in San Diego, go check out Anna's beautiful work on learning shape representations!
02.12.2025 06:35
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BIOIMAGE ANALYSTS ASSEMBLE!!!
#CBIAS2025
25.11.2025 13:05
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So nice to see this!!!
19.11.2025 20:33
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Hackathon participants group picture
We had an amazing OME-NGFF hackathon last week, Wednesday to Friday, following the inspiring OME-NGFF symposium. What a fantastic week! Itβs hard to describe how motivating it is to be surrounded by so many talented, curious & friendly people who care deeply about open, FAIR bioimaging data.
1/14 π§΅
17.11.2025 13:22
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We look forward to continuing to exchange online at the next OME-NGFF Community Call on December 16, and in person at the OME Community Meeting in DΓΌsseldorf in April 2026. Everyone is welcome, do reach out if you are interested in more details!
13.11.2025 17:14
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Finally, infinite thanks to the BioVisionCenter team (@joelluethi.bsky.social, @lorenzocerrone.bsky.social, @cfusterbarcelo.bsky.social, Valentina Marcelli, and Susanna Salas) who actually ran the show. You guys absolutely rock, thank you for being part of this adventure!
13.11.2025 17:11
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This event would not have been possible without the generous support of the University of Zurich and of swissuniversities' Programme Open Science II. Thank you so much for giving us the resources to promote and develop FAIR practices in bioimaging!
13.11.2025 17:10
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A gigantic thanks to all the participants for making this meeting so special!
Also huge gratitude to our invited speakers who came to Zurich, some from very far away, to share their insights on next-generation file formats for microscopy data!
13.11.2025 17:09
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It's inspiring to see such a vibrant community tackle the massive undertaking of building an open standard for microscopy image data, and exciting to look ahead to what we will achieve together.
13.11.2025 17:09
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We wrapped up the symposium part of our 2025 International OME-NGFF workshop on Tuesday. What a phenomenal two days! I'm humbled by the incredible positive energy, talent, and enthusiasm that filled this event.
13.11.2025 17:08
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She ruined so we could wreck.
07.11.2025 19:48
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π’ Apply now for the first DL@Janelia Bootcamp (June 4β18, 2026)! 2 weeks of hands-on deep learning for microscopy: train models on your own data, Python needed (no ML experience), housing + meals included, no registration fee
π Janelia Research Campus, VA
ποΈ Apply by Jan 15, 2026
π shorturl.at/j4sgY
06.11.2025 18:56
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Seeing our good old AURA-Net from 2021 (doi.org/10.1109/ISBI...) end up 2nd on a 2025 U-Net variants leaderboard was not on my bingo card for this year, but here we are
(source: doi.org/10.48550/arX...)
05.11.2025 13:18
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If you ever used napari in your research, take a moment to read this.
Napari, like many other resources in the bioimaging world, is freely available despite the fact that it costs many people much time and efforts to develop and maintain it.
Now you get a chance to give back, don't miss it :)
22.10.2025 11:14
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My take: Engineering *is* important. Ideas are cheap. Novelty is overrated. "Hyperparameter tuning" is a cynically dismissive term for something that is in fact the real, difficult problem.
09.10.2025 14:13
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I sense a modern Rorschach test candidate right here
01.10.2025 16:33
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Thrilled to be speaking at #CBIAS2025! π₯³
CBIAS has been my scientific home since the beginning of my PhD, providing a welcoming space for early-career researchers. This year feels extra special, as Iβll be presenting my work in the final year of my PhD.
Join us if you get the chance! π
23.09.2025 12:17
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CBIAS2025 flier, showing the conference logo, listing the topics, confirmed speakers and sponsors. On the top right corner, a QR code is available to access the registration page.
The program for the #CBIAS2025 is now live β space is limited, so register now to secure your spot! 24th-25th Nov, Wellcome Trust, London (UK) - see you there!
πβ¬οΈ
www.crick.ac.uk/whats-on/cri...
23.09.2025 13:13
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You may have heard me talk about learned shape representations for a long time, but it took @afoix.bsky.social's hard work to bring it to life πΎ Catch her at @neuripsconf.bsky.social to find out more!!
23.09.2025 08:57
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Want to hack with ~40 motivated developers in the OME-Zarr space this fall in Zurich, November 12 - 14th? The application window for the 2025 OME-NGFF workflows hackathon is closing on September 30th! Apply here to be part of this exciting week about OME-Zarr: forms.gle/849cf2fBk1pJ...
18.09.2025 09:42
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I am in this picture and I don't like it
16.09.2025 19:27
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π Our paper βMIFA: Metadata, Incentives, Formats and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysisβ is out in @natmethods.nature.com!
Community-driven standards to make bioimage data AI-ready & reusable.
π www.nature.com/articles/s41... #AI #Bioimaging #FAIRdata
15.09.2025 09:57
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Never in history did a game live up to the hype to that extent.
01.09.2025 17:05
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a man with his arms crossed is smiling and saying noice !
ALT: a man with his arms crossed is smiling and saying noice !
The abstract submission deadline for #CBIAS2025 has just closed and, for the first time, we have a near perfect gender-balance in our abstract submissions.
In fact, we have slightly more submissions from women than men.
01.09.2025 09:44
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