Author

David Meyre

Centre Hospitalier Régional et Universitaire de NancyORCID 0000-0003-4850-7444Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Genetics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Akram Alyass· 1 shared Arkan Abadi· 1 shared Benjamin M. BolkeriD· 1 shared Ghislain FiévetiD· 1 shared Hertzel C. GersteiniD· 1 shared James C. EngertiD· 1 shared Julien BroséusiD· 1 shared Pardeep SinghiD· 1 shared

Activity by Year

2017-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperGenetics

Akram Alyass

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintDec 9, 2025

The eXplainable Artificial Intelligence (XAI) Triad: Models, Importances, and Significance at Scale

Ghislain Fiévet, Julien Broséus, David Meyre, Sébastien Hergalant

This paper evaluates XAI methods for variable selection in biological data, finding that RF/Accuracy/PIMP performs best but is computationally intensive, while DT/Gini/simThresh offers a more scalable alternative.

DOI 10.64898/2025.12.06.692723

machine learning (classical)benchmarking

𝕏 PostBluesky

GeneticsbioRxivPreprintNov 29, 2017

Penetrance of polygenic obesity susceptibility loci across the body mass index distribution: an update on scaling effects.

Arkan Abadi, Akram Alyass, Sébastien Robiou-du-Pont…·David Meyre

The paper examines how the effects of BMI-associated SNPs vary across BMI percentiles and finds that 9 out of 37 SNPs show increasing effects with higher BMI.

2 citations

humanGWAS summary statistics

𝕏 PostBluesky