Author

Sophie Gardrat

Université Paris Sciences et LettresORCID 0009-0007-5320-8496Unclaimed 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 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Anne Vincent‐SalomoniD· 1 shared Étienne DecencièreiD· 1 shared Manuel Jorge RodriguesiD· 1 shared Marc‐Henri SterniD· 1 shared Marvin LerousseauiD· 1 shared Thomas WalteriD· 1 shared Tristan LazardiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Anne Vincent‐SalomonORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 4, 2023

Democratizing computational pathology: optimized Whole Slide Image representations for The Cancer Genome Atlas

Tristan Lazard, Marvin Lerousseau, Sophie Gardrat…·Thomas Walter

This paper introduces Giga-SSL, a self-supervised method for learning Whole Slide Image representations from The Cancer Genome Atlas data, improving classification performance and enabling efficient analysis.

1 citation

humanimaging

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