Author

Eric Y Durand

Novartis (Switzerland)

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Antoine de WeckiD· 1 shared Audrey KauffmanniD· 1 shared Rens JanssensiD· 1 shared Xian ZhangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Antoine de WeckORCID

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1 paper

Recent·Most cited

Fully unsupervised deep mode of action learning for phenotyping high-content cellular images

Rens Janssens, Xian Zhang, Audrey Kauffmann, Antoine de Weck, Eric Y Durand

This paper introduces a fully unsupervised deep learning method to cluster cellular images by Mode-of-Action using only pixel intensity values, achieving high accuracy on a labeled dataset.

Bioinformatics · Jul 2, 2021Peer-reviewedBioinformatics