Author

Alice Lacan

Centre National de la Recherche ScientifiqueORCID 0000-0001-8006-8440Unclaimed 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

Blaise HanczariD· 1 shared Michèle SébagiD· 1 shared Romain AndréiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Blaise HanczarORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedMay 31, 2026

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.

7 citationstop 3%

bulk RNA-seqdiffusion model

𝕏 PostBluesky