Author

Sofia Jesus

University of Lisbon

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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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 Vanessa NeveuiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

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

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

André Lamúrias, Sofia Jesus, Vanessa Neveu, Reza M. Salek, 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.

Frontiers in Research Metrics and Analytics · Aug 19, 2021Peer-reviewedBioinformatics