iiinova — where your digital self keeps evolving

Reposted by Inês Cunha

Ricardo Henriques @henriqueslab.bsky.social · 21/07/2026

🚀🔬 Can cell shape, signal and movement tell us about a cell's future? #DeepLearning studies now predict cell fate from #microscopy. Together w Rita, @mariodelr.bsky.social, @inesmcunha.bsky.social, @juliettegriffie.bsky.social + @guijacquemet.bsky.social👇 www.preprints.org/manuscript/202607.1414/v1

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Florian Jug @florianjug.bsky.social · 02/04/2026

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 🧵... 1/9

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SMLMS 2026 @smlms2026.bsky.social · 31/03/2026

Hej! We are excited to announce SMLMS 2026! 🔬✨ Join us in Stockholm 📍🇸🇪 from the 26th to the 28th of August for a great opportunity to connect with the super-resolution microscopy community. Find out more and register 👉 smlms.org #SMLM #Microscopy #SuperRes #Stockholm #conference #SMLMS26

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Arne Elofsson @handle.invalid · 24/10/2025

www.nature.com/articles/d41...

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Ricardo Henriques @henriqueslab.bsky.social · 22/10/2025

🦠🔬🤖🧑‍💻 #mAIcrobe is out! With @pinholab.bsky.social's lab, we launched an open-source framework for high-throughput bacterial image analysis. By rockstars A. Brito & B. Saraiva et al, making #DeepLearning for phenotyping accessible! Easy to use, plus model training 📜 www.biorxiv.org/content/10.1...

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Ricardo Henriques @henriqueslab.bsky.social · 21/10/2025

🚀🔬 Announcing #IMS2026 at @itqbnova.bsky.social! We're assembling a #LifeSciences #Microscopy symposium packed with ✨ speakers and 🧑‍🔬 workshops. All about imaging cells with photons, electrons and AI! If you love microscopy, you need to be here. Join us on March 19! ims2026.itqbnovacommunity.org

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Inês Cunha @inesmcunha.bsky.social · 06/10/2025

Congratulations!! 🥳🥳🥳

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Christophe 🔬 Leterrier @christlet.bsky.social · 17/09/2025

Our new preprint is up! This is the main postdoc work of @wiesner-t.bsky.social focusing on exocytosis along the axon shaft and its regulation by the sub membrane actin-spectrin scaffold: www.biorxiv.org/content/10.1... Read the thread below for a summary of our findings 🧵1/11

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Sebastian Bauer @sebjbauer.bsky.social · 29/08/2025

Thank you @smlm-symposium.bsky.social for the opportunity to present at #SMLMS2025! 🎉 Stay tuned for the upcoming preprint! 📄

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Ricardo Henriques @henriqueslab.bsky.social · 27/06/2025

🧑‍🔬📰🚀 #RxivMaker is here! A framework automating the creation of publication-ready scientific #preprints from simple Markdown. Goodbye manual formatting, and hello gorgeous manuscripts! A great adventure with @guijacquemet.bsky.social's lab 📜: zenodo.org/records/1575... 👨‍💻: github.com/HenriquesLab...

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Guillaume Jacquemet @guijacquemet.bsky.social · 23/06/2025

Are you looking for a postdoc? I will be looking for 2-4 people after the summer to join the lab !! Do not hesitate to reach out and disseminate !!

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bioRxivpreprint @biorxivpreprint.bsky.social · 14/05/2025

AI4CellFate: Interpretable Early Cell Fate Prediction with Generative AI www.biorxiv.org/content/10.1101/202…

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Inês Cunha @inesmcunha.bsky.social · 14/05/2025

And a big thank you to Dr. Alix Le Marois and Dr. Erik Sahai for providing this amazing dataset❤️(see "Imaging of MAP kinase dynamics reveals endocytic regulation of pulsatile signalling and network re-wiring in response to targeted therapy in EGFR-mutant non-small cell lung cancer")

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Inês Cunha @inesmcunha.bsky.social · 14/05/2025

Our model is small and versatile – this allows us to train it on a common laptop on the whole dataset in under 20 minutes ⚡️😌and use limited manual data annotations✍️ for accurate predictions (4/n)

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Inês Cunha @inesmcunha.bsky.social · 14/05/2025

We were able to reliably predict cell fate from the very first frame ⚡️of 3 days long acquisition, and identify relevant biological processes🧬 involved in cancer persister cells, despite their known biological variability (3/n)

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Inês Cunha @inesmcunha.bsky.social · 14/05/2025

We propose a fully data-driven approach to early cell fate prediction from a microscopy time-lapse. We combine an adversarial autoencoder architecture with a multi-objective loss function, including contrastive learning, to optimise both cell fate prediction and interpretability (2/n)

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Inês Cunha @inesmcunha.bsky.social · 14/05/2025

Our work “AI4CellFate: Interpretable Early Cell Fate Prediction with Generative AI” is finally out in @biorxivpreprint.bsky.social !!! 😍❤️ biorxiv.org/content/10.1... @scilifelab.se , @crick.ac.uk . More about it in the thread #AI4CellFate (1/n)⬇️

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Inês Cunha @inesmcunha.bsky.social · 12/05/2025

First research manuscript of my PhD finally submitted!! 🥳❤️ Preprint coming soon... 👀 @juliettegriffie.bsky.social

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Inês Cunha @inesmcunha.bsky.social · 06/02/2025

Come work with us! 😜 💻🔬

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

What an incredible journey with Bruno and António (not on bsky yet) ❤️ I learned so much with these guys and had a blast working with them. This was truly the dream team ❤️ #NanoPyx

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

Video 4: "How to Implement your Liquid Engine Method" youtu.be/gRGEjdT8opY (8/8)

youtu.be

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

Video 3: "How to Benchmark your Implementations with the Liquid Engine in 1 minute" (7/n) youtu.be/9hF7nLtFzoo

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How to Benchmark your Implementations with the Liquid Engine in 1 minute

YouTube video by Henriques Lab

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

HOW CAN YOU USE #NanoPyx ? We recorded a series of 1-minute video tutorials that showcase how you can use #NanoPyx, and the capabilities of the #LiquidEngine on your own image analysis workflows! Video 1: youtu.be/Dx2lHoRB044 (5/n)

youtu.be

How to Install NanoPyx and Run Jupyter Notebooks Locally

YouTube video by Henriques Lab

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

What methods does #NanoPyx offer? We have Image Registration, Denoising, Super-Resolution Image Reconstruction🔬 and Quality Control metrics! (4/n)

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

The #LiquidEngine has an AI-powered agent 🤖 that predicts the fastest way of running a specific analysis task, given the input data, the user hardware and task parameters. Incorporating the #LiquidEngine significantly improves the performance of bioimage analysis workflows!(3/n)

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

The fastest way of performing any analysis task depends on the user device 💻, the input data 🦠 and the specific task we’re trying to run (2/n).

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Inês Cunha @inesmcunha.bsky.social · 02/01/2025

And to start 2025 strong… Our work #NanoPyx is out in Nature Methods 😍❤️ DOI: doi.org/10.1038/s415... #NanoPyx is a Python framework that uses the #LiquidEngine to efficiently accelerate bioimage analysis for any user! (1/n) ⬇️

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