Author

Bertrand Routy

Centre Hospitalier de l’Université de MontréalORCID 0000-0003-1955-9149Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:proteomics· 1

Frequent Co-Authors

Arnaud DroitiD· 1 shared Florence Roux‐DalvaiiD· 1 shared Jordan OrtonaiD· 1 shared Mickaël LeclercqiD· 1 shared Sébastien BonnetiD· 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

Arnaud DroitORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 14, 2026

PeptiDIA: A Machine Learning Framework for Enhanced Peptide Identification in Fast-Gradient Data-Independent Acquisition Proteomics

Jordan Ortona, Mickaël Leclercq, Florence Roux‐Dalvai…·Arnaud Droit

PeptiDIA enhances peptide identification in fast-gradient DIA data using machine learning, improving identification depth by 25-34% in human and murine datasets.

DOI 10.64898/2026.06.10.731224

humanmouse

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