Author

Youmna AYADI

Inserm

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Approach:statistical model· 1

Frequent Co-Authors

Adeline Fermanian· 1 shared Chloé‐Agathe AzencottiD· 1 shared Florian MassipiD· 1 shared Johanna LAGOAS· 1 shared Julie CartieriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Adeline Fermanian

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1 paper

Recent·Most cited

Statistical knockoffs improve biomarker discovery fromtranscriptomic data

Julie Cartier, Johanna LAGOAS, Youmna AYADI, Adeline Fermanian, Chloé‐Agathe Azencott, Florian Massip

This paper applies the knockoff procedure to transcriptomic data for variable selection, finding it outperforms existing methods but is conservative in real datasets.

Briefings in Bioinformatics · May 1, 2026Peer-reviewedBioinformatics