Author

N. Theou-Anton

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Cancer Biology· 1

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

A. Beaufrere· 1 shared B. Pichon· 1 shared C. Pignolet· 1 shared G. Lubuela· 1 shared J. Augustin· 1 shared J. Calderaro· 1 shared J. Cros· 1 shared K. Mondet· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperCancer Biology

A. Beaufrere

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1 paper

Recent·Most cited

Cancer BiologybioRxivJan 15, 2024

Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology

A. Beaufrere, T. Lazard, R. Nicolle…·V. Paradis

This paper develops a self-supervised learning model to predict iCCA transcriptomic classes from histological images, achieving good to very good performance in multiple validation sets.

DOI 10.1016/j.jhepr.2025.101675

humanbulk RNA-seq

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