Author

Colin Hofmann

École Polytechnique Fédérale de Lausanne

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cell Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:mouse· 1 Organism:plant (other)· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Asim IqbaliD· 1 shared Cyril AchardiD· 1 shared Mackenzie Weygandt MathisiD· 1 shared Markus FreyiD· 1 shared Maxime Vidal· 1 shared Sebastien B HausmanniD· 1 shared Stéphane PagèsiD· 1 shared Timokleia Kousi· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperCell Biology

Asim IqbalORCID

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1 paper

Recent·Most cited

CellSeg3D: self-supervised 3D cell segmentation for fluorescence microscopy

Cyril Achard, Timokleia Kousi, Markus Frey, Maxime Vidal, Yves Paychère, Colin Hofmann, Asim Iqbal, Sebastien B Hausmann, Stéphane Pagès, Mackenzie Weygandt Mathis

CellSeg3D introduces self-supervised 3D cell segmentation models for fluorescence microscopy, achieving performance comparable to supervised methods without requiring ground truth labels.

eLife · Sep 6, 2024Peer-reviewedCell Biology