Author

F. Bodart

University of Liège

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Organism:human· 1 Assay:proteomics· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Adrien De VoeghtiD· 1 shared Frédéric BaroniD· 1 shared Gilles LouppeiD· 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

Adrien De VoeghtORCID

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1 paper

Recent·Most cited

Generative cell phenotyping with structured latent populations

F. Bodart, Adrien De Voeght, Frédéric Baron, Gilles Louppe

MARVIN is a semi-supervised variational autoencoder for cell phenotyping that identifies populations and detects anomalies using a Gaussian mixture prior in the latent space.

bioRxiv · Jul 3, 2026 · PreprintBioinformatics