Author

Vanessa Neveu

Centre international de recherche sur le cancerORCID 0000-0002-8501-7789Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:database / resource· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

André LamúriasiD· 1 shared Francisco M. CoutoiD· 1 shared Reza M. SalekiD· 1 shared Sofia Jesus· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

André LamúriasORCID

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1 paper

Recent·Most cited

BioinformaticsFrontiers in Research Metrics and AnalyticsPeer-reviewedAug 19, 2021

Information Retrieval using Machine Learning for Biomarker Curation in the Exposome-Explorer

André Lamúrias, Sofia Jesus, Vanessa Neveu…·Francisco M. Couto

This paper develops a machine learning classifier to automate biomarker curation in the Exposome-Explorer database, reducing manual screening by 90% with 70.1% F2-score.

9 citations

machine learning (classical)database / resource

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