Author

Maël Balluet

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 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Baptiste Giroux· 1 shared Florian SizaireiD· 1 shared Jacques PécréauxiD· 1 shared Jérémy Pont· 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

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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

BioinformaticsbioRxivPreprintNov 10, 2020

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…·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.

DOI 10.1101/2020.11.10.376988

imagingmachine learning (classical)

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