Daniel Krentzel
@danielkrentzel.bsky.social
140 followers 240 following 27 posts
Hunting for new antibiotics with deep learning at @pasteur.fr 🧫 | Previously @crick.ac.uk and 🎓 @imperialcollegeldn.bsky.social
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Reposted by Daniel Krentzel
afoix.bsky.social
Happy to share that ShapeEmbed has been accepted at @neuripsconf.bsky.social 🎉 SE is self-supervised framework to encode 2D contours from microscopy & natural images into a latent representation invariant to translation, scaling, rotation, reflection & point indexing
📄 arxiv.org/pdf/2507.01009 (1/N)
Reposted by Daniel Krentzel
biologists.bsky.social
We're excited to announce the first of two prize winners in our #biologists100 #sustainable #travel blog competition. Read Lea’s experience of travelling via four trains from France to Liverpool.

www.biologists.com/stories/my-j...

Stay tuned for next week’s post from winner two.

#Sustainability
My journey from Paris to Liverpool in four trains
8 September 2025 by Léa Manke My journey to the Biologists @ 100 conference began early on Saturday morning. Clutching my thermos filled with coffee, I made my way to the major train station in…
www.biologists.com
danielkrentzel.bsky.social
Thank you so much for having been part of the journey 🙏
Reposted by Daniel Krentzel
natmethods.nature.com
CLEM-Reg automates the 3D alignment of volume correlative light and electron microscopy data.

www.nature.com/articles/s41...
Reposted by Daniel Krentzel
jytinevez.bsky.social
Save the date! The @pasteur.fr Pasteur course on image analysis is announced:

It will happen from the 1st of June to the 5th 2026.

This year there will be only one track: the Early Career Investigator track (beginners). 👇
danielkrentzel.bsky.social
Finally, I want to give a massive thanks to the amazing team behind CLEM-Reg 🙏

@matous-elphick.bsky.social, @lainebioimaging.bsky.social @henriqueslab.bsky.social, @em-stp.bsky.social, @martinjones.bsky.social, MC, Chris and Cameron
danielkrentzel.bsky.social
The plugin can also be run in separate steps for debugging and to use different segmentation algorithms for registration. (9/9)

www.youtube.com/watch?v=cypD...
CLEM-Reg Split Registration Tutorial
YouTube video by dkrentzel
www.youtube.com
danielkrentzel.bsky.social
💻 You can directly try out CLEM-Reg for yourself with our @napari.org plugin where we also include a sample benchmark dataset.

Installation instructions are here 👉 github.com/krentzd/napa... (8/9)

www.youtube.com/watch?v=ud3z...
CLEM-Reg Tutorial
YouTube video by dkrentzel
www.youtube.com
danielkrentzel.bsky.social
📊🎯 We evaluated the performance of CLEM-Reg against an expert electron microscopist using lysosomes as target structures and found that CLEM-Reg aligns lysosomes with submicron accuracy (7/9)
danielkrentzel.bsky.social
3️⃣ Finallly, the fluorescence image is overlaid to the electron microscopy image with the transform found from the point cloud registration. (6/9)
danielkrentzel.bsky.social
2️⃣ Then, we sample point clouds from the segmentations to obtain a modality-agnostic and lightweight representation. The two resulting point clouds are then registered using a probabilistic point cloud registration algorithm. (5/9)
danielkrentzel.bsky.social
1️⃣ CLEM-Reg starts off by segmenting mitochondria in both the fluorescence and the electron microscopy images. Mitochondria work well, because they're usually very well distributed across the cell. (4/9)
danielkrentzel.bsky.social
And this is why we developed CLEM-Reg, an algorithm that automatically and accurately registers vCLEM images in minutes. (3/9)
danielkrentzel.bsky.social
For most image registration tasks, intensity-based methods work well. Correlative light and electron microscopy data are, however, a lot trickier to align, because of the massive differences in visual appearance. As a result, CLEM data is usually registered manually. (2/9)
Reposted by Daniel Krentzel
pasteur.fr
🎓 Applications for Institut Pasteur's PhD programs open Sept 1-Oct 20, 2025 for October 2026 entry.

Apply to up to 4 projects across 6 programs: PPU, PPU-IMAGINE @institutimagine.bsky.social, [email protected], PPU-EID @upcite.bsky.social & more 🧬

Register now ✍️ www.pasteur.fr/en/education...
Pasteur-Paris University International Doctoral Programme, The call for enrollment of students in October 2026 will be open from September 1st to October 20th, 2025
Reposted by Daniel Krentzel
henriqueslab.bsky.social
🚨Join us! We're soon opening 3 postdoctoral positions in #AIDrivenBiology. Seeking biologists (especially microbiology and infection biology), computer scientists, and microscopy developers. Ideal candidates are those eager to use or develop next-gen tech for cell biology. Get in touch (DM/email)
Reposted by Daniel Krentzel
maweigert.bsky.social
Do you like developing new AI vision methods for microscopy image analysis? You love theory & implementation? 1 week left to apply for a fully funded PhD position in our lab in Dresden 🇩🇪! Topics: object detection/tracking, multimodal models & more. DM/email for details! #PhD #AcademicJobs #GPUsgoBrr
Vacancy ID 12244
www.verw.tu-dresden.de
Reposted by Daniel Krentzel
tomcumming.bsky.social
The effector caspases drive cell death, but their activation can often be survived, so how do cells make this decision? Our new preprint from @levayerr.bsky.social shows that instantaneous caspase activity is important, but past activation has a key role to play!

www.biorxiv.org/content/10.1...
Reposted by Daniel Krentzel
levayerr.bsky.social
Many cells during development are exposed to caspase activation and yet survive. Why some die and not others ? We found out that the memory of previous caspase activation bias significantly later death comitment and bias death distribution and single cell decision
www.biorxiv.org/content/10.1...