Author

Louis Ruel

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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Bioengineering· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:experimental assay· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1

Frequent Co-Authors

Célia Martin· 2 shared Jacques PécréauxiD· 2 shared Julia BonnetiD· 2 shared Maëlle GuilloutiD· 2 shared Marc TramieriD· 2 shared Otmane Bouchareb· 2 shared Youssef El HabouziD· 2 shared Baptiste Giroux· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Célia Martin

Mutual co-authors in cluster

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2 papers

Recent·Most cited

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

R. Manick, Youssef El Habouz, Maëlle Guillout, Célia Martin, Julia Bonnet, Louis Ruel, Sylvain Pastezeur, Olivier Chanteux, Otmane Bouchareb, Marc Tramier, 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.

bioRxiv · May 29, 2026 · PreprintBioinformatics

The Roboscope: Smart and Fast Microscopy for Generic Event-Driven Acquisition

Julia Bonnet, Youssef El Habouz, Célia Martin, Maëlle Guillout, Louis Ruel, Baptiste Giroux, Claire Déméautis, Benjamin Mercat, Otmane Bouchareb, Jacques Pécréaux, Marc Tramier

The Roboscope autonomously captures rare biological events using deep learning and sequence interruption, demonstrating efficiency with minimal training data.

bioRxiv · Sep 24, 2024 · PreprintBioengineering