Author

Marco Valente

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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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Antonin Deschemps· 1 shared Aurélie VaurijouxiD· 1 shared Charles Kervrann AiD· 1 shared Delphine Dugué· 1 shared Emmanuel MoebeliD· 1 shared Eric GrégoireiD· 1 shared Gaëtan GrueliD· 1 shared Juan S. Martinez· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Antonin Deschemps

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Author profile →

1 paper

Recent·Most cited

Ensembling Unets, sparse representation and low dimensional visualization for rare chromosomal aberration detection in light microscopy images

Antonin Deschemps, Eric Grégoire, Juan S. Martinez, Aurélie Vaurijoux, Pascale Fernandez, Delphine Dugué, Laure Bobyk, Marco Valente, Gaëtan Gruel, Emmanuel Moebel, Mohamed Amine Benadjaoud, Charles Kervrann A

The paper develops an automated system for detecting rare chromosomal aberrations in microscopy images using deep learning, sparse representation, and dimensionality reduction, achieving improved performance over existing methods.

bioRxiv · Sep 11, 2023 · PreprintBioinformatics