Nils Norlin
@nilsnorlin.bsky.social
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Exploring the life sciences with microscopy and AI Looking for postdocs to join the lab !
reposted by
Nils Norlin
Henry Pinkard
2 days ago
Most scientific instruments throw away exactly the data AI would need to learn how to operate them. In
@natmethods.nature.com
this month,
@nilsnorlin.bsky.social
and I describe in how capturing this data could let us train AI to run experiments like expert scientists.
doi.org/10.1038/s415...
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reposted by
Nils Norlin
Lucien Hinderling
3 months ago
Want to get started with smart microscopy? 🧠🔬 Check out our online repository with implementations from labs and industry -- lots of practical tips and links to sample code!
smartmicroscopy.github.io/implementati...
More details in the ✨updated preprint!✨
www.biorxiv.org/content/10.1...
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reposted by
Nils Norlin
Nature Methods
4 months ago
A new Perspective discusses the challenges of sharing annotated image datasets and offers advice for improving bioimage annotation and reuse, particularly for AI applications.
www.nature.com/articles/s41...
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reposted by
Nils Norlin
The BioImage Archive
4 months ago
🎉 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
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reposted by
Nils Norlin
Lucien Hinderling
5 months ago
🔬🧠 Our paper on smart microscopy & the issue of interoperability!
www.biorxiv.org/content/10.1...
LONG THREAD WARNING: Smart microscopy uses real-time image analysis to automatically guide the acquisition or perturbation of the sample (closed feedback-control loop). Many applications exist:
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Norlin Lab is expanding! Postdoctoral scholarship available: Computational microscopy with applications in lensless imaging. Preferably, you have already developed applications using ML/AI in microscopy, though this is not strictly required.
4 months ago
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