Author

R. Manick

Centre National de la Recherche ScientifiqueORCID 0000-0001-7633-7038Unclaimed 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 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Célia Martin· 1 shared Jacques PécréauxiD· 1 shared Julia BonnetiD· 1 shared Louis Ruel· 1 shared Maëlle GuilloutiD· 1 shared Marc TramieriD· 1 shared Olivier Chanteux· 1 shared Otmane Bouchareb· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Célia Martin

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 29, 2026

Semi supervised GAN for smart microscopy, fast and data efficient cell cycle classification

R. Manick, Youssef El Habouz, Maëlle Guillout…·Jacques Pécréaux

The paper introduces a semi-supervised GAN for cell cycle classification using limited annotated data and unlabelled microscopy images, achieving high accuracy on the Mitocheck dataset.

DOI 10.64898/2026.04.23.720294

imagingdeep learning

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