Florian Jug
@florianjug.bsky.social
2.6K followers 910 following 130 posts
Computer scientist on a life-science mission. Working on pushing bioimage analysis, computer vision, AI/ML methods for the life sciences. Love running and pottery.
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florianjug.bsky.social
Immagine you could image two cellular structures in the same fluorescent channel and still reliably get them separated afterwards…
What would you do with this?

Now… what would you do if that also worked with 4 structures at once? 👇 #MicroSplit #preview🧵
Schematic overview on how MicroSpit operates. It can split superimposed structures in fluorescent image channels by using a suitably trained AI. Concrete example for how MicroSplit unmixes four superimposed structures.
Reposted by Florian Jug
erc.europa.eu
🚀 ERC Scientific Council member Geneviève Almouzni’s latest #ERCMagazine editorial shows how inclusive research cultures drive excellence, creativity, and discovery - & what the ERC is doing to make it happen 👉 bit.ly/4n8usX4

#DiversityInScience #ScienceForSociety #FrontierResearch
florianjug.bsky.social
It was a huge pleasure to weigh in and answer an impossible question: “What will be in 25 years?” I think it turned out quite interesting! 🤩
Reposted by Florian Jug
natrevmcb.nature.com
Our cover indicates that while we celebrate the past we're looking ahead to the future - with the help of a Viewpoint!

13 researchers offer a glimpse of what their research field might look like in 2050 🔮

👉 go.nature.com/4neNdYU
Reposted by Florian Jug
bioimagearchive.bsky.social
🎉 Our paper “MIFA: Metadata, Incentives, Formats and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysis” is out in @natmethods.nature.com!
Community-driven standards to make bioimage data AI-ready & reusable.
👉 www.nature.com/articles/s41... #AI #Bioimaging #FAIRdata
florianjug.bsky.social
I mean… come on! You plus 10 more young AI in the life sciences groups, surrounded by all the other DDLS groups that are there already, working on all the data from @scilifelab.se and friends… 🤯

So! Much! Potential!
SO! MUCH! FUN!
🤓
florianjug.bsky.social
Congratulations!!! 🍾
All the very best!!!
Reposted by Florian Jug
florianjug.bsky.social
This week, we have Jörg Bewersdorf 🔬 visit us at @humantechnopole.bsky.social.
He gave a fantastic talk on Monday and a very useful ad-hoc microscopy workshop today. The future of Pan-labeled Expansion Microscopy will be amazing! 🌟
Thanks, Jörg, for visiting & sharing! 🙏
Reposted by Florian Jug
joshcurrie.bsky.social
$8 trillion lost.....
ryanlcooper.com
"two first-rate economists, David Cutler and Ed Glaeser, have made a stab at estimating the impact of cuts at NIH. Their analysis suggests that these cuts might save $500 billion in federal spending over the next 25 years — while imposing more than $8 trillion in losses."
For MAGA, Ignorance is Strength
Research cuts aren’t about shrinking government, they’re about killing science
paulkrugman.substack.com
Reposted by Florian Jug
simonfn.bsky.social
First day of #bobiac2025. Six days of intensive Python based #BioImageAnalysis. Intro by @fedegasparoli.bsky.social
- "This will be a long week, but it will change your life".

iac.hms.harvard.edu/bobiac/2025/
florianjug.bsky.social
Submit your method to our denoising challenge!!! 👍
Reposted by Florian Jug
#CALIPERSv2 🚀 preprint is locked—journal submission next. Final polish, more hiPSC reference lines, and fresh light-sheet data. Still, a great collaboration led by @moisesdisante with the team @LabPhysiology and the amazing @berterolab.bsky.social and @florianjug.bsky.social group members! 1/N
Reposted by Florian Jug
ai4life.bsky.social
🐾 The BioImage Model Zoo just got a major upgrade!

It has been fully redesigned, offering a new backend, model uploader, community curation tools, and integrated browser-based test runs powered by BioEngine. 🧪

Explore now 👉 bioimage.io
florianjug.bsky.social
Join the challenge, get the data, contribute your solution!!! 🎉
ai4life.bsky.social
The 2nd AI4Life Challenge is live!
Calling the AI & bioimaging community to tackle a key microscopy challenge: removing noise while preserving detail.

📦 Paired noisy/clean datasets
📈 Ground-truth evaluation
🧠 DL focus

Build, test, compete 👉 ai4life.eurobioimaging.eu/challenge-2/
florianjug.bsky.social
Who do you want to excel today?
I’d love to see Kilian doing well… and Hans Troyer… but the field is STACKED!!! (And I doubt those two will win, will they?)
florianjug.bsky.social
My guilty pleasure… every year… 🍿 + 🏃
This year will be craaazy!!! I feel it!!!
Reposted by Florian Jug
Reposted by Florian Jug
ai4life.bsky.social
The 2nd AI4Life Challenge is live!
Calling the AI & bioimaging community to tackle a key microscopy challenge: removing noise while preserving detail.

📦 Paired noisy/clean datasets
📈 Ground-truth evaluation
🧠 DL focus

Build, test, compete 👉 ai4life.eurobioimaging.eu/challenge-2/
florianjug.bsky.social
Come and work with us!
Super exciting and relevant projects!
Become an #AI pro and do something positive for the 🌍!
👩‍🎓 🧑‍🎓
If you know someone who might be interested… please repost and/or forward this! 🙏
humantechnopole.bsky.social
🚀 Fully-funded #PhD opportunity in Computational Biology with our @florianjug.bsky.social Group through Politecnico of Milan DADS programme! Co-supervision by Francesca Ieva.

🧬 Use #AI to decode complex biological data across scales.

Apply by 9 July 👉 humantechnopole.it/en/news/1-fu...
Reposted by Florian Jug
maweigert.bsky.social
Out today in @natmethods.nature.com : Spotiflow, our transcript localization method for imaging-based spatial transcriptomics. Led by amazing PhD student @albertdm.bsky.social, joint work w @gioelelamanno.bsky.social at EPFL / @scadsai.bsky.social
www.nature.com/articles/s41...
rdcu.be/epIB7
florianjug.bsky.social
Another year, another #BIC Workshop!
This year at #ICCV 2025 in Honolulu, 🌺 🏄‍♀️ 🍹 🌼

Check it here: www.bioimagecomputing.com

Submission deadline: July 4th
Hey, you have a month left to submit your work!!! 👍
florianjug.bsky.social
Another year, another #BIC Workshop!
This year at #ECCV 2024 in Milan, 🇮🇹.

Check it out here: bioimagecomputing.com
Submission Deadline: July 19th 

Get your computational work out, we are looking forward to meet you in October!
🍕 🍷 👩‍🎓 👨‍🎓 ☀️
Reposted by Florian Jug
ai4life.bsky.social
The AI4Life Community Event comes to a close. We wrapped up with a big-picture discussion around the sustainability of services and the role that AI4Life plays in the EOSC.
Thank you to everyone who joined us in Helsinki and online! 🦒
Stay connected 💚