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@cytodata.bsky.social

63 Followers  |  1 Following  |  10 Posts  |  Joined: 31.03.2025  |  1.6529

Latest posts by cytodata.bsky.social on Bluesky

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Berlin AI x Bio Meetup ยท Luma Graph Therapeutics, Merantix Capital, and TechBio Transformers (TBT) are bringing together techbio enthusiasts and experts in Berlin for a meetup, timedโ€ฆ

โ€‹Youโ€™re invited to join us for an evening to connect with others building at the intersection of biology, technology, and AI:

๐Ÿ“… 19 November 2025, 18:30
๐Ÿ“ Merantix AI Campus, Berlin
๐Ÿ‘‰ Sign up: lu.ma/u4i3i1i3

Weโ€™re excited to see you there and to talk about the future of techbio with you! ๐Ÿ’กโš™๏ธ

14.10.2025 13:26 โ€” ๐Ÿ‘ 3    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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๐—ข๐—ป๐—ฒ ๐—ช๐—ฒ๐—ฒ๐—ธ ๐—Ÿ๐—ฒ๐—ณ๐˜: Abstract submission for oral presentations ๐Ÿ—ฃ๏ธ and hackathon registration ๐Ÿง‘โ€๐Ÿ’ป for CytoData 2025 Berlin close July 25!

Submit abstracts or register here: ๐Ÿ”— cytodata25.eu-openscreen.eu/registration/

#Cytodata2025 #Hackathon #ImageBasedProfiling

21.07.2025 07:05 โ€” ๐Ÿ‘ 3    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Exciting news! We've extended the deadline for oral submissions for Cytodata 2025. You now have until July 25 to submit oral presentations and register for the hackathon. Don't miss this chance! Poster submission closes September 10, and general registration ends October 1

02.07.2025 07:38 โ€” ๐Ÿ‘ 4    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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๐ŸŒŸ ๐—ฅ๐—ฒ๐—บ๐—ถ๐—ป๐—ฑ๐—ฒ๐—ฟ ๐ŸŒŸ
The deadline for abstract submissions for oral presentations at Cytodata 2025 in Berlin is approaching!

๐Ÿ‘‰ ๐—ฆ๐˜‚๐—ฏ๐—บ๐—ถ๐˜ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ฎ๐—ฏ๐˜€๐˜๐—ฟ๐—ฎ๐—ฐ๐˜ ๐—ฏ๐˜† ๐—๐˜‚๐—ป๐—ฒ 25!
cytodata25.eu-openscreen.eu/registration/

#BerlinConference #Imageanalysis #Microscopy

20.06.2025 10:35 โ€” ๐Ÿ‘ 7    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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Join us in Berlin for CytoData 2025!
๐Ÿ‘‰ Info & registration: cytodata25.eu-openscreen.eu

๐Ÿ”ฌ Hackathon: Nov 17โ€“19
๐Ÿ“ข Symposium: Nov 20โ€“21

Explore advancements in image-based profiling & high-content screening and Tackle real-world challenges using EU-OPENSCREEN data.

23.04.2025 07:53 โ€” ๐Ÿ‘ 4    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 2

๐ŸŒŸ Call for Proposals: Host CytoData 2026! ๐ŸŒŸ

We invite North American institutions to submit proposals for the 2026 symposium, whether in-person or hybrid. Nominate your institution by September 1, 2025. Join us in shaping the future of image-based profiling!
docs.google.com/forms/d/e/1F...

09.04.2025 10:47 โ€” ๐Ÿ‘ 5    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1

MorphoDiff utilizes a diffusion process to generate images while encoding perturbation information in the latent space. It excelled in generating images with high fidelity and demonstrated the ability to generalise to held-out compounds.

31.03.2025 14:22 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

IMPA employs a conditional style transfer process to separate perturbation and batch information from basic cellular information and incorporates perturbation details. It demonstrated significant improvement over other batch correction methods and generalised to unseen perturbations.

31.03.2025 14:22 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
[1] Predicting cell morphological responses to perturbations using generative modeling (IMPA): Nature Communications (2025) https://www.nature.com/articles/s41467-024-55707-8

IMPA employs a conditional style transfer process to separate perturbation and batch information from basic cellular information and incorporates perturbation details. It demonstrated significant improvement over other batch correction methods on the RxRx1 dataset and showed the ability to generalize to unseen perturbations.

[1] Predicting cell morphological responses to perturbations using generative modeling (IMPA): Nature Communications (2025) https://www.nature.com/articles/s41467-024-55707-8 IMPA employs a conditional style transfer process to separate perturbation and batch information from basic cellular information and incorporates perturbation details. It demonstrated significant improvement over other batch correction methods on the RxRx1 dataset and showed the ability to generalize to unseen perturbations.

[2] MorphoDiff: Cellular Morphology Painting with Diffusion Models: ICLR2025 (accepted spotlight presentation) https://openreview.net/forum?id=PstM8YfhvI

MorphoDiff utilizes a diffusion process to generate images while encoding perturbation information in the latent space. It excelled in generating images with high fidelity and demonstrated the ability to generalize to held-out compounds.

[2] MorphoDiff: Cellular Morphology Painting with Diffusion Models: ICLR2025 (accepted spotlight presentation) https://openreview.net/forum?id=PstM8YfhvI MorphoDiff utilizes a diffusion process to generate images while encoding perturbation information in the latent space. It excelled in generating images with high fidelity and demonstrated the ability to generalize to held-out compounds.

Recent approaches, IMPA [1] and MorphoDiff [2], use generative models to predict cellular responses to chemical and genetic perturbations.
[1] www.nature.com/articles/s41...
[2] openreview.net/forum?id=Pst...

31.03.2025 13:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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Save the date for the CytoData Symposium and Hackathon 2025!
Hosted by EU-OPENSCREEN, MDC, and FMP
๐Ÿ“… November 17-21, 2025
๐Ÿ“ Berlin, Germany

Join us for an exciting event!
#Symposium2025 #Hackathon2025 #ImageAnalysis #BioImaging #LifeSciences #SaveTheDate #Microscopy

31.03.2025 12:10 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

๐Ÿ‘‹ We are CytoData Society (CytoDS)! ๐ŸŒŸ We build and maintain an active community around image-based profiling of biological phenotypes induced by genetic, chemical, or other perturbations of biological systems. Join us to explore, share, and innovate together! #CytoData #Community

31.03.2025 12:01 โ€” ๐Ÿ‘ 8    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 3

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