Author

Florian Sizaire

Centre National de la Recherche ScientifiqueORCID 0009-0004-7907-1318Unclaimed 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:cell type annotation· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Baptiste Giroux· 1 shared Jacques PécréauxiD· 1 shared Jérémy Pont· 1 shared Maël Balluet· 1 shared Marc TramieriD· 1 shared Otmane Bouchareb· 1 shared Thomas WalteriD· 1 shared Youssef El HabouziD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Baptiste Giroux

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1 paper

Recent·Most cited

Neural network fast-classifies biological images using features selected after their random-forests-importance to power smart microscopy.

Maël Balluet, Florian Sizaire, Youssef El Habouz, Thomas Walter, Jérémy Pont, Baptiste Giroux, Otmane Bouchareb, Marc Tramier, Jacques Pécréaux

The paper develops a fast image classification method for biological microscopy by selecting discriminant features and using machine learning to improve speed and accuracy.

bioRxiv · Nov 10, 2020 · PreprintBioinformatics