Author

Gilles Cottrell

Université Paris CitéORCID 0000-0002-7964-8963Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Achille MassougbodjiiD· 1 shared Alexis Lamiable· 1 shared Auguste GenovesioiD· 1 shared David HardyiD· 1 shared Elaine Del NeryiD· 1 shared Ethan CoheniD· 1 shared Francesco LeonardiiD· 1 shared Nicolas ArgyiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Achille MassougbodjiORCID

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1 paper

Recent·Most cited

Revealing invisible cell phenotypes with conditional generative modeling

Alexis Lamiable, Tiphaine Champetier, Francesco Leonardi, Ethan Cohen, Peter Sommer, David Hardy, Nicolas Argy, Achille Massougbodji, Elaine Del Nery, Gilles Cottrell, Yong‐Jun Kwon, Auguste Genovesio

This paper uses conditional generative models to transform cell images between conditions, revealing hidden phenotypes by removing natural cell variability.

Nature Communications · Oct 11, 2023Peer-reviewedBioinformatics