Author

Isabelle Boucoiran

Centre Hospitalier Universitaire Sainte-JustineORCID 0000-0001-9545-6024Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:variant calling· 2 Assay:DNA methylation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Organism:virus· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Abdoulaye Baniré DialloiD· 2 shared Dylan LebatteuxiD· 2 shared Hugo SoudeynsiD· 2 shared Soren M. GanttiD· 2 shared Florian Corso· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Abdoulaye Baniré DialloORCID

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2 papers

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedOct 27, 2026

KmerSignificance Score: A discriminative and biologically-informed framework for viral k-mer prioritization

Dylan Lebatteux, Florian Corso, Hugo Soudeyns…·Abdoulaye Baniré Diallo

KmerSignificance Score (KSS) prioritizes viral k-mers by integrating strain-distinguishing capacity, mutation impact, and functional importance, achieving superior classification performance and cross-dataset comparability.

DOI 10.1371/journal.pcbi.1014332

humanDNA methylation

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BioinformaticsPLoS ONEPeer-reviewedJan 19, 2024

Machine learning-based approach KEVOLVE efficiently identifies SARS-CoV-2 variant-specific genomic signatures

Dylan Lebatteux, Hugo Soudeyns, Isabelle Boucoiran…·Abdoulaye Baniré Diallo

KEVOLVE identifies SARS-CoV-2 variant-specific genomic signatures using machine learning, outperforming statistical tools and highlighting biologically relevant mutations.

16 citations

viruswhole-genome sequencing

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