Author

Michèle Sébag

Centre National de la Recherche ScientifiqueORCID 0000-0002-8291-7706Unclaimed 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 Assay:bulk RNA-seq· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:gene regulatory network inference· 1 Research Focus:software / tool· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Alice LacaniD· 1 shared Blaise HanczariD· 1 shared Romain AndréiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Alice LacanORCID

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1 paper

Recent·Most cited

In Silico Generation of Gene Expression profiles usingDiffusion Models

Alice Lacan, Romain André, Michèle Sébag, Blaise Hanczar

This paper introduces diffusion models for generating synthetic gene expression data and shows they outperform existing methods in predictive performance.

BMC Bioinformatics · May 31, 2026Peer-reviewedBioinformatics