Loïc A. Royer 💻🔬🧪
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loicaroyer.bsky.social
Loïc A. Royer 💻🔬🧪
@loicaroyer.bsky.social
Director of Imaging AI & Sr. Group Leader @czbiohub SF. Researcher at the meeting point of #AI, #Microscopy, and #Biology using #zebrafish as model — co-creator of @napari_imaging and #Omega. #devbio #zebrahub #deeplearning #lightsheet #Imaging #dataviz
🚀 Explore the Virtual Embryo Zoo! Built with Intracktive!
Six tracked embryos across species: zebrafish, Drosophila, mouse, C. elegans, ascidian, Tribolium.
View online, download data, use in teaching or analysis.
👉 embryozoo.org
August 25, 2025 at 9:06 AM
Now what do you do with all those tracks?
Say hello to inTRACKtive:
🧬 Navigate complex lineages
🔍 Select cells, trace ancestry
🎨 Color by gene, lineage, division
🔗 Share with a link
No installs. Just your browser.
github.com/royerlab/inT...
Led by @teunhuijben.bsky.social
August 25, 2025 at 9:06 AM
🔥 In one test (500-frame light-sheet dataset), Ultrack reduced manual corrections by >2× !
Built to work with tools like Cellpose, Stardist, Ilastik.
Open-source, napari-compatible, GPU-accelerated.
awesome data from @adrianjacobo.bsky.social !
August 25, 2025 at 9:06 AM
💡Ultrack is a robust tracking framework based on multi-hypothesis segmentation & integer linear programming.
It reduces errors dramatically, scales to full embryos, and supports multicolor, 2D/3D, HPC workflows.
More here: github.com/royerlab/ult...
A tour de force by @jookuma.bsky.social
August 25, 2025 at 9:06 AM
We built these tools because modern light-sheet microscopy generates massive datasets—millions of cells, terabytes of data, hours of embryonic development.
🧠 But data is only half the story. We need to track, explore, and share.
That’s where Ultrack and inTRACKtive come in.
August 25, 2025 at 9:06 AM
🧬🔬🧪 🎉 Our team at @czbiohub is thrilled to share TWO companion papers out today in @NatureMethods!
📦 Ultrack — robust, scalable nD cell tracking
🌐 inTRACKtive — a beautiful, open-source web viewer for lineage exploration
Let’s dive in! 👇
www.nature.com/articles/s41...
www.nature.com/articles/s41...
August 25, 2025 at 9:06 AM
Exciting opportunity at @CZBiohub SF! Join us as an Optical Scientist developing cutting-edge light-sheet microscopy to map vertebrate development. PhD in Optics/EE/Physics preferred. #ScienceJobs #Microscopy #BioImaging 🧪🔬💻

job-boards.greenhouse.io/chanzuckerbe...
March 6, 2025 at 1:12 AM
At the @czbiohub even our computer workstations are
#zebrafish fanatics! (This is not a flux capacitor, but the CPU cooling system of @ilan_theodoro’s computer 🤣)
January 9, 2025 at 5:30 PM
At the @czbiohub.bsky.social even our computer workstations are #zebrafish fanatics! (This is not a flux capacitor, but the CPU cooling system of @ilan_theodoro’s computer 🤣)
January 9, 2025 at 5:26 PM
The birth of fruit fly's central nervous system imaged with multicolor #adaptive #lightsheet microscopy. The microscope self-aligns to a signal that appears during imaging.

www.nature.com/articles/nbt...
December 11, 2024 at 8:32 PM