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Posts by Florian Jug

Any time Alisterโ€ฆ at ANY time!!! ๐Ÿ˜‰ โค๏ธ
๐Ÿ“ž ๐Ÿ‘‚ -> ๐Ÿค

1 week ago 1 0 0 0
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We tried other brands but nothing works quite like a Guinness for our light sheet microscope.
Future collab?

1 week ago 36 5 1 1
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We are getting serious about analysis. Today Hunter Elliott and @florianjug.bsky.social introduce machine learning and AI. Itโ€™s not magic, itโ€™s computers.

1 week ago 18 5 1 0
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Look mum, I made it!!! ๐ŸŽ‰ ๐Ÿ˜‰ @ellis.eu @humantechnopole.bsky.social

2 weeks ago 46 2 0 0

The Human Technopole brings together the expertise, infrastructure, and compute needed to develop AI across biological scales and data modalities. Below a ๐Ÿงต that explains what we have in mind.

We are just getting started and are keen to hear from people who want to help shape our vision!

2 weeks ago 8 2 0 0
Postdoc in Cancer Synthetic Lethality Prediction and AI-Driven Target Discovery Postdoc in Cancer Synthetic Lethality Prediction and AI-Driven Target Discovery

And there is more: careers.humantechnopole.it/job/Postdoc-...
Great opportunity in the @ioriolab.bsky.social of @francescoiorio.bsky.social!

2 weeks ago 1 0 0 0

BONUS POST

Job Portal of HT:
โ†’ www.linkedin.com/company/htec...
โ†’ www.linkedin.com/jobs/human-t...

Open TODAY:
โ†’ careers.humantechnopole.it/job/Postdoc-...
โ†’ careers.humantechnopole.it/job/AI-Exper...

And... closing the loop to 1/9... ๐Ÿ˜„
bsky.app/profile/flor...

2 weeks ago 5 1 1 1
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We're hiring: PhD students, postdocs, AI experts, and more โ€” in disease risk prediction, generative imaging, multimodal AI, and research software engineering.

โ†’ careers.humantechnopole.it

If this resonates, reach outโ€ฆ apply! See you soon! ๐Ÿ”ฌ๐Ÿง ๐Ÿ’ป
9/9

2 weeks ago 10 3 1 0
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We're deeply committed to building things people outside our lab actually use. Via AI4Life and the Bioimage Model Zoo, we turn methods into open, FAIR tools. If you care about that โ€” not just publishing, but building โ€” you'll love it here! 8/9

2 weeks ago 3 0 1 0
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The team: 5+ AI heavy groups and a ton of biomedical experts, superstars in their respective field! Embedded in a network with EMBL, SciLifeLab, Max Planck, Janelia. And yes โ€” we're in Milan. That doesn't hurt either. ๐Ÿ‡ฎ๐Ÿ‡น 7/9

2 weeks ago 4 0 1 0
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This sits inside HT's Scientific AI Flagship โ€” connecting all of HTโ€™s research Centres and Flagships on Ciliopathies, Cardiometabolic Disease & Evolving Disease, plus national facilities in Structural Biology, Genomics & Light Imaging. A rare setup under one roof. 6/9

2 weeks ago 2 0 1 0
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Real projects already running: multimodal breast cancer risk prediction (imaging + EHR), AI for integrating cryo-ET & spatial omics of cilia, generative spectral unmixing to image more with less light, and a multimodal Alzheimer's atlas from 20,000+ histology slides. 5/9

2 weeks ago 5 0 1 0
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Methodologically, we build on:
โ†’ Uncertainty-aware posterior models.
โ†’ Representation learning and multimodal latent spaces.
โ†’ Physics-informed, cross-scale, causal AI.
โ†’ Commitment to open, FAIR, usable tools.
All this built on Transformers, SSMs, flows, GenAI, and all the methods we all love. 4/9

2 weeks ago 3 0 1 0
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Our long-term goal: take a cryo-EM structure, a spatial transcriptome, and a patient EHR. Then predict which molecular perturbations will alter disease progression, with calibrated uncertainty at every step. We're not there yet. But every project we launch is a step toward that. 3/9

2 weeks ago 5 0 1 0
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Excellent #AI tools exist for microscopy. Others for single-cell omics, spatial transcriptomics, clinical prediction. But biology doesn't respect those boundaries. Disease emerges from molecular events rippling through cells, tissues, organs, populations. We need AI that connects those scales. 2/9

2 weeks ago 6 0 1 0
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We've spent the last year building something at @humantechnopole.bsky.social that we think is genuinely needed: #AI that works across biological scales and data modalities, not just within them. A thread on what we're doing, why, and who we're looking for. A ๐Ÿงต... 1/9

2 weeks ago 54 26 3 4
Postdoc on Multimodal AI for Disease Risk Prediction Postdoc on Multimodal AI for Disease Risk Prediction

๐ŸšจJob Alert -- again!๐Ÿšจ
You are into disease risk prediction based on images or other data modalities? This is for you! ๐Ÿซต
careers.humantechnopole.it/job/Postdoc-...
Part of our Scientific AI Flagship @humantechnopole.bsky.social and part of our mission to benefit society via biomedical #AI solutions.

3 weeks ago 12 8 0 0

Come and work with us at @humantechnopole.bsky.social on cutting edge AI methods to advance human health!

๐Ÿ‘‡๐Ÿป๐Ÿ‘‡๐Ÿป๐Ÿ‘‡๐Ÿป

3 weeks ago 7 4 0 0
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๐Ÿšจ We are hiring! Personally, I think this is a fantastic job, good salary, and fun work place with exceptional colleagues.

โš ๏ธ Warning, Iโ€™m quite biasedโ€ฆ but still right! ๐Ÿ˜œ

Join us! Apply!!! ๐ŸŽ‰

careers.humantechnopole.it/job/AI-Exper...

3 weeks ago 23 21 0 1

๐Ÿ’ฏ %
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1 month ago 2 0 0 0

๐Ÿ‘€ absolute must readโ€ฆ must tryโ€ฆ
Looks greatโ€ฆ congrats! ๐ŸŽ‰

1 month ago 2 0 1 0

It's out! Happy to present ITEC, a semi supervised algorithm with an extremely low error rate that can track cells in files of any size (think Terabytes!). We used it in many organisms, including zebrafish, to study how organs form and linked it to gene expression www.biorxiv.org/content/10.6... +๐Ÿงช

1 month ago 198 59 20 3
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Excited to share our new paper (CVPR 2026 ๐Ÿš€): "MuViT: Multi-Resolution Vision Transformers for Learning Across Scales in Microscopy" which enables local predictions to use global context.
Great work led by @albertdm.bsky.social & another fun collab w @gioelelamanno.bsky.social! @scadsai.bsky.social

1 month ago 67 30 1 2

Does anyone ever get used seeing and hearing themselves?
Other than the emotional self-cringe, the video is done super well! Thanks MIND! ๐Ÿ‘

1 month ago 14 1 1 0
#MeetTheSpeaker - Seeing Molecules with DNA Paint | Ralf Jungmann
#MeetTheSpeaker - Seeing Molecules with DNA Paint | Ralf Jungmann YouTube video by Human Technopole

๐Ÿงฌ How do you see biology one molecule at a time?
๐ŸŽ™๏ธ Watch the interview with Ralf Jungmann, guest of our โ€œHT Seminars: Connecting Discoveriesโ€ series, on #DNA-PAINT and single-molecule spatial biology.
youtu.be/nM7DZ-txXXA

2 months ago 2 1 1 0

๐Ÿ˜” Paper rejected from MIDL with 5 (strong accept), a 2 (weak reject, that was initially a 3, borderline), and a no show third reviewer (initially a 4, weak accept).

Zero answer from the AC despite us writing to them about R2 being a reviewer twoโ€ฆ ๐Ÿคทโ€โ™‚๏ธ

How is your Saturday?!? ๐Ÿ˜‰

2 months ago 2 0 0 0

Proud and excited to share our work with the community! Helen @helenfoster.bsky.social Foster et al. study how #cilia axonemes are built. ๐Ÿ‘€ Don't miss the gorgeous and insightful movies by @margotriggi.bsky.social, they really show our discoveries in full action!

www.biorxiv.org/content/10.6...

2 months ago 74 26 3 2
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Excellent talk by Matteo Hessel from Google DeepMind at @humantechnopole.bsky.social earlier today!
Thanks for dropping by and infecting us with the Meta-RL bug!

2 months ago 3 1 0 0
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QI Class of 2025! Centroid = @sciencedoodles.bsky.social & @florianjug.bsky.social / first minima = @talley.codes & me.

Applications for 2026 due on Friday!

meetings.cshl.edu/courses.aspx...

2 months ago 16 10 0 1
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AI4Life: A European Success for Artificial Intelligence in the Life Sciences - Human Technopole The AI4Life project, co-led by Florian Jug (Computational Biology Research Centre at Human Technopole) and Anna Kreshuk (EMBL), received the highest possible score in the European Commissionโ€™s final r...

๐Ÿง  #AI works best when itโ€™s shared! The @ai4life.bsky.social project, co-led by our @florianjug.bsky.social, and Anna Kreshuk @embl.org, received the highest possible score in the @ec.europa.euโ€™s final review.

๐Ÿ”ฌ With open, ready-to-use resources!

humantechnopole.it/en/news/ai4l...

2 months ago 6 3 0 0