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🌟Enhancement🌟 WEBKNOSSOS now has a dedicated search field for segments and skeleton trees! Quickly find what you need in their respective lists—no more wasted time scrolling.

Excited to share my article in Microscopy Today! Learn how AI, from machine learning to deep learning, is transforming microscopy workflows. Read more: academic.oup.com/mt/article/32/… #microscopy #AI Microscopy Today

Think coding and AI are just for computer scientists? Think again! As a researcher, learning to code is about unleashing unlimited possibilities in your research journey. Start your journey with my #YouTube channel: youtube.com/@DigitalSreeni #Research #Coding #AI #NewYear2025

This week I tested pixel based machine learning using a Napari plugin written by Kyle Harrington , and posted a video of my experiments (interestingly Herbie G. may have beat both DL and ML with an ImageJ Macro on one of the test images) youtu.be/9rnNDkvVUyY

If anyone is interested in obtuse observations about 3D SIM reconstruction I've added some more figures to my thread on 3D SIM see here forum.image.sc/t/3d-sim-recon… In particular I took a look at results from different stages of Open3DSIM github.com/Cao-ruijie/Ope…

Our work, MedicoSAM, is now on arXiv! We study finetuning SAM for medical images. MedicoSAM improves over SAM and other models, especially for interactive segmentation, see examples in the figure. Preprint at arxiv.org/abs/2501.11734. Read on for a summary. Anwai Archit

California pays $70 billion dollars more in taxes than we get back from the Federal government. Why? There is not reason. We don't need anything they have. We should make our own water! Harsh but true! Therefore, the rest of the US should become California counties 59 to 107!

With due respect, please note the sleuths who spent uncountable number of hours plowing through papers. UNCOUNTABLE. They are Elisabeth Bik Cheshire Matthew Schrag and myself.

Cellpose3: one-click image restoration for improved cellular segmentation Carsen Stringer & Marius Pachitariu nature.com/articles/s4159…

If you think booing an anthem at a hockey game is disrespectful, but threatening an ally’s sovereignty isn’t - you’re missing the point.

For the last couple of years I've been developing DL segmentation utilities and notebooks with the goal of making it easier to reproduce deep learning results. This new video shows how to run augmentation, training and prediction all inside Napari youtube.com/watch?v=ngps3e…

NimbusImage available here: nimbusimage.com app.nimbusimage.com Docs: docs.nimbusimage.com

🧩 The dream: FAIR models and data. Only standards can solve the MxN problem, and this session is exactly about that. And we wrap up today’s workshops with a group reflection: Why are FAIR resources essential for scientific progress?

I've started a thread on the imagesc forum about how ambiguous labels might affect deep learning models. If you've encountered mislabeled data, strange training artifacts, or examples where the former caused the latter — I'd love to hear your insights. forum.image.sc/t/are-we-seein…