Author

Constance F. Wells

Centre Hospitalier Universitaire de Montpellier

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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Genetic & Genomic Medicine· 2

Signature Assays, Organisms & Methods

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Research Focus:deconvolution· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant calling· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

David GenevièveiD· 2 shared Kévin YauyiD· 2 shared Marjolaine WillemsiD· 2 shared Alice DoreilleiD· 1 shared Aude TessieriD· 1 shared Béatrice Laudier· 1 shared Benjamin CognéiD· 1 shared Benjamin Dauriat· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

David GenevièveORCID

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2 papers

Recent·Most cited

Assessing feasibility and risk to translate, de-identify and summarize medical reports using deep learning

Lucas W. Gauthier, Marjolaine Willems, Nicolas Chatron, Camille Cenni, Pierre Meyer, Valentin Ruault, Constance F. Wells, Quentin Sabbagh, David Geneviève, Kévin Yauy

This paper evaluates deep learning methods for translating, de-identifying, and summarizing non-English medical reports, finding non-inferior performance in de-identification and high accuracy in summarization.

medRxiv · Jul 27, 2023 · PreprintGenetic & Genomic Medicine

Exome sequencing as a first-tier test for copy number variant detection : retrospective evaluation and prospective screening in 2418 cases.

Quentin Testard, Xavier Vanhoye, Kévin Yauy, Marie-Emmanuelle Naud, Gaëlle Vieville, Francis Rousseau, Benjamin Dauriat, Valentine Marquet, Sylvie Bourthoumieu, David Geneviève, Vincent Gâtinois, Constance F. Wells, Marjolaine Willems, Christine Coubes, Lucile Pinson, , Julien Thévenon

This paper evaluates exome sequencing as an alternative to chromosomal microarray for detecting copy number variants in rare disorders, showing improved diagnostic yield in prospective cases.

Journal of Medical Genetics · Sep 22, 2022Peer-reviewedGenetic & Genomic Medicine