Florian Barkmann
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flobarkmann.bsky.social
Florian Barkmann
@flobarkmann.bsky.social
PhD student at Boeva Lab, @ETH_en | Mostly working on ML applied to cancer research | Previously @DKFZ, DKRZ, HKU and university of Tübingen
Pinned
📢If you are interested in single-cell foundation models (scFMs), stop by our poster (West 109) at the AiDrugX Workshop at Neurips 2024. We will present CancerFoundation, a scFM tailored for studying cancer biology🧬.
Preprint: biorxiv.org/content/10.1...
Reposted by Florian Barkmann
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Ever wondered how to best quantify cell-cell neighbor preferences in tissues?
We compared 9+ neighbor preference (NEP) methods for analysing spatial omics data and propose a novel approach that combines the most relevant analysis features which we call COZI 🔬✨

Read more: doi.org/10.1101/2025...
April 15, 2025 at 3:50 PM
Reposted by Florian Barkmann
Visualising the impact of wounding on cancer cells and the tumor microenvironment at single-cell resolution in situ!

Happy to share updated paper with new spatial transcriptomics of human skin tumors using CosMx 6'000-gene panel. All data and code are available.

www.biorxiv.org/content/10.1...
February 24, 2025 at 3:34 PM
Reposted by Florian Barkmann
Thrilled to share LUNA🌕 – our new generative AI model that reassembles tissue structures from dissociated cells! LUNA learns spatial priors over existing spatially resolved datasets with the aim to predict cell locations de novo.

Check out our paper here: www.biorxiv.org/content/10.1...
February 24, 2025 at 3:29 PM
📢If you are interested in single-cell foundation models (scFMs), stop by our poster (West 109) at the AiDrugX Workshop at Neurips 2024. We will present CancerFoundation, a scFM tailored for studying cancer biology🧬.
Preprint: biorxiv.org/content/10.1...
December 15, 2024 at 7:38 PM
Reposted by Florian Barkmann
📄 Read the full preprint: biorxiv.org/content/10.1...

Thanks to all co-authors Philip Toma, Imant Daunhawer, Julia Vogt, @flobarkmann.bsky.social, and @valboeva.bsky.social
biorxiv.org
December 12, 2024 at 12:30 AM
Reposted by Florian Barkmann
We are hiring (resharing appreciated)!

Given recent successful grant applications (I got my SNSF Starting Grant 🚀), we are extending the LIAC team with multiple openings (PhD/postdoc) for 2025.

Apply now (deadline: December 20th) by filling in this form: forms.fillout.com/t/eq5ADAw3kkus.
#ChemSky
December 2, 2024 at 10:33 AM
Reposted by Florian Barkmann
🚀 New preprint from our lab, Ekaterina Krymova, and @fabiantheis.bsky.social: UniversalEPI, an attention-based method to predict enhancer-promoter interactions from DNA sequence and ATAC-seq🌟 Read the full preprint: www.biorxiv.org/content/10.1... by @aayushgrover.bsky.social, L. Zhang & I.L. Ibarra
November 26, 2024 at 1:40 PM
Reposted by Florian Barkmann
🚀 We're #Hiring #PhD students at #MLBio Lab at
@EPFL through the #EDIC Program!
📅 Deadline: Dec 15

💥 We're part of School of Computer Science and School of Life Sciences at EPFL which gives access to excellent collaborators, network, and resources!

👉 Learn more at brbiclab.epfl.ch!
Main - MLBio LAB
Maria Brbic
brbiclab.epfl.ch
November 25, 2024 at 5:19 PM