Carlo Manzo
@cmanzo.bsky.social
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Biophysicist & AI enthusiast. Professor at UVic-UCC. Group leader at QuBI lab.
reposted by
Carlo Manzo
ICFO
about 2 months ago
📝
#AndiChallenge
global competition puts tools for single-molecule motion analysis to the test, highlighting both the current strengths and the pressing challenges in this rapidly advancing field. 🔗Results in Nature Communications Read the full story👉
bit.ly/3IPv9Wc
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After more than 3 years, our journey with the 2nd AnDi Challenge has reached an exciting milestone: our work is now published in
@natcomms.nature.com
! 👉
www.nature.com/articles/s41...
Huge thanks to
@gorkamunoz-gil.bsky.social
,
@giovannivolpe.bsky.social
and to all participants of the Challenge!
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Quantitative evaluation of methods to analyze motion changes in single-particle experiments - Nature Communications
Muñoz-Gil and colleagues report the results of an open challenge where they benchmarked algorithms for the characterization of motion changes in single-particle tracking. By ranking methods on simulat...
https://www.nature.com/articles/s41467-025-61949-x
2 months ago
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Just arrived in Madrid for the congress of SBE🔬! This Friday morning, I’ll be talking about using Graph Neural Networks for microscopy 🤖 and sharing some tools we’ve built with deeptrackAI. If you're into SPT, SMLM, and AI, come by and say hi! 💻
github.com/DeepTrackAI
đź§Ş
sbe2025.com
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DeepTrackAI
DeepTrackAI has 16 repositories available. Follow their code on GitHub.
https://github.com/DeepTrackAI
3 months ago
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Interested in the unsupervised analysis of complex systems with graph neural networks? 👾Check our latest preprint about GAUDI: Graph Autoencoder Uncovering Descriptive Information⬇️
arxiv.org/abs/2503.05560
add a skeleton here at some point
7 months ago
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reposted by
Carlo Manzo
Gorka Muñoz-Gil
8 months ago
🚨 Incoming workshop 🚨 AnDi+: AI for Bioimaging Beyond Trajectory Analysis About? All the results of the AnDi 2 Challenge but also other AI approaches to Bioimage Analysis🔎! 🌎 University of Gothenburg, Sweden 📆 June 2-5, 2025 All info here:
tinyurl.com/4wrfb2k4
Help us spread the word!🤗
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…all fun things must come to an end… After 4 long years, it’s finally out (early access for now). Can’t wait to hold a paper copy in my hands or spot it on a bookstore shelf! ⬇️
add a skeleton here at some point
8 months ago
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reposted by
Carlo Manzo
Giovanni Volpe
8 months ago
Excited to announce the publication of "Diffusion models for super-resolution microscopy" in JPhysPhoton! Work led by
@harshithb.bsky.social
with a step-by-step guide to building diffusion models to transform microscopy images from low- to high-resolution.
iopscience.iop.org/article/10.1...
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Diffusion models for super-resolution microscopy: a tutorial - IOPscienceSearch
Diffusion models for super-resolution microscopy: a tutorial, Bachimanchi, Harshith, Volpe, Giovanni
https://iopscience.iop.org/article/10.1088/2515-7647/ada101
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