Author

Annelaure Damont

Commissariat à l'Énergie Atomique et aux Énergies AlternativesORCID 0000-0003-4075-5187Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:differential expression· 1 Approach:graph neural network· 1 Assay:metabolomics· 1

Frequent Co-Authors

Etienne ThévenotiD· 1 shared Paul-Henri PinartiD· 1 shared Sylvain DéchaumetiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Etienne ThévenotORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 2, 2026

MassGAT: a graph-based collective learning approach for untargeted detection and annotation of LC-MS data

Paul-Henri Pinart, Annelaure Damont, Sylvain Déchaumet, Etienne Thévenot

MassGAT improves LC-HRMS data analysis by combining peak detection and annotation using a graph-based approach, outperforming existing methods on real datasets.

DOI 10.64898/2026.07.29.741473

metabolomicsgraph neural network