Author

Catherine Guérin‐Charbonnel

Centre National de la Recherche ScientifiqueORCID 0000-0001-7493-4314Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Organism:human· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Anne-Flore François· 1 shared Aurore PerrotiD· 1 shared Bertrand MicheliD· 1 shared Cyrille TouzeauiD· 1 shared Elise Douillard· 1 shared Éric LetouzéiD· 1 shared Fabien GirkaiD· 1 shared Fadoua Ben AzzouziD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperBioinformatics

Anne-Flore François

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2 papers

Recent·Most cited

Cancer BiologyBlood Cancer JournalPeer-reviewedJul 2, 2026

Expression profile of CASSIOPEIA patients refines prognostic value of MRD negativity in multiple myeloma

Florence Magrangeas, Catherine Guérin‐Charbonnel, Victor Gaborit…·Philippe Moreau

The paper analyzes transcriptomic subtypes in CASSIOPEIA patients to refine the prognostic value of MRD negativity in multiple myeloma, showing varying PFS rates across risk groups.

1 citationtop 5%

humanbulk RNA-seq

𝕏 PostBluesky

BioinformaticsComputers in Biology and MedicinePeer-reviewedFeb 1, 2021

Development of an absolute assignment predictor for triple-negative breast cancer subtyping using machine learning approaches

Fadoua Ben Azzouz, Bertrand Michel, Hamza Lasla…·Pascal Jézéquel

The paper develops a machine learning predictor for TNBC subtyping using a limited number of probes, achieving better performance with gradient boosting.

21 citations

humanbulk RNA-seq

𝕏 PostBluesky