Author

Christelle Le Dantec

InsermORCID 0000-0001-7247-6460Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Akhiya A.RiD· 1 shared Éléonore BettacchioliiD· 1 shared P JouveiD· 1 shared Patrice HémoniD· 1 shared Sophie HillioniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Akhiya A.RORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 4, 2026

AltraFlowSOM: A Semi-Supervised Framework for Imaging Mass Cytometry Phenotyping

Akhiya A.R, Éléonore Bettacchioli, Christelle Le Dantec…·Sophie Hillion

AltraFlowSOM improves IMC phenotyping by combining semi-supervised learning with self-organizing maps, outperforming unsupervised and supervised methods in clustering and rare population detection.

DOI 10.64898/2026.08.31.748226

humanimaging

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