Author

Antoine Collin

Centre National de la Recherche Scientifique

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:cell type annotation· 1 Approach:deep learning· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Arnaud DroitiD· 1 shared Christophe BécaviniD· 1 shared Fŕed́eric PreciosoiD· 1 shared Morgane FiervilleiD· 1 shared Pascal BarbryiD· 1 shared Shawn PelletieriD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Arnaud DroitORCID

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1 paper

Recent·Most cited

scMusketeers: Addressing imbalanced cell type annotation and batch effect reduction with a modular autoencoder

Antoine Collin, Shawn Pelletier, Morgane Fierville, Arnaud Droit, Fŕed́eric Precioso, Christophe Bécavin, Pascal Barbry

scMusketeers improves cell type annotation and reduces batch effects in single-cell data using a modular autoencoder with focal loss and adversarial domain adaptation.

bioRxiv · Dec 15, 2024 · PreprintBioinformatics