Author

Valentin Ruault

Centre Hospitalier Universitaire de MontpellierORCID 0000-0003-0562-1706Unclaimed ORCID profile · follow to get notified of new preprints

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

Frequent Co-Authors

Marjolaine WillemsiD· 2 shared Abigail TurnwaldiD· 1 shared Adeline JacquinetiD· 1 shared Alexia BourgoisiD· 1 shared Amanda Carnevale· 1 shared Amber Hogart BegtrupiD· 1 shared Amélie PitoniD· 1 shared Amelle ShillingtoniD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Marjolaine WillemsORCID

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2 papers

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintJul 22, 2024

Adaptor protein 2 sigma subunit (AP2S1) variants associated with neurodevelopmental disorders

Mark Stevenson, Asha L. Bayliss, Victoria J. Stokes…·Rajesh V. Thakker

The paper identifies AP2S1 variants linked to neurodevelopmental disorders by showing they impair clathrin-mediated endocytosis and disrupt protein interactions.

1 citation

humanstatistical model

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Genetic & Genomic MedicinemedRxivPreprintJul 27, 2023

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

Lucas W. Gauthier, Marjolaine Willems, Nicolas Chatron…·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.

1 citation

electronic health recordsdeep learning

𝕏 PostBluesky