Author

Joël Chavas

GenSight Biologics (France)ORCID 0000-0002-3559-5919Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:experimental assay· 1 Research Focus:GWAS / association mapping· 1 Organism:human· 1 Assay:imaging· 1 Organism:non-human primate· 1 Approach:statistical model· 1

Frequent Co-Authors

Didier Pruneau· 2 shared Grégory GauvainiD· 2 shared Ryad Benjamin BenosmaniD· 2 shared Serge A. PicaudiD· 2 shared Anne Marie DouariD· 1 shared Antoine ChaffioliD· 1 shared Antoine DufournetiD· 1 shared Céline JaillardiD· 1 shared

Activity by Year

2018-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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2 shared papersNeuroscience

Didier Pruneau

Mutual co-authors in cluster

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3 papers

Recent·Most cited

GenomicsbioRxivPreprintSep 18, 2026

Self-supervised representations reveal the genetic architecture of human cortical folding

Antoine Dufournet, Julien Laval, Joël Chavas…·Jean‐François Mangin

The paper uses self-supervised deep learning representations of cortical folding to identify more genetic loci associated with cortical shape than classical morphometry in a large cohort.

DOI 10.64898/2026.07.23.740040

humanimaging

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NeuroscienceCommunications BiologyPeer-reviewedJan 27, 2021

Optogenetic therapy: High spatiotemporal resolution and pattern recognition compatible with vision restoration in non-human primates

Grégory Gauvain, Himanshu Akolkar, Antoine Chaffiol…·Serge A. Picaud

The paper evaluates an optogenetic construct for vision restoration in non-human primates, demonstrating high temporal resolution and visual acuity above legal blindness.

129 citationstop 1%

non-human primateexperimental assay

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NeurosciencebioRxivPreprintSep 14, 2018

Modeling the Electro-chemical Properties of Microbial Opsin ChrimsonR for Application to Optogenetics-based Vision Restoration

Quentin Sabatier, Corentin Joffrois, Grégory Gauvain…·Ryad Benjamin Benosman

The paper develops a model to predict ChrimsonR's electrochemical behavior under light stimulation, capturing its dynamics and adaptation mechanisms for optogenetics applications.

9 citations

statistical model

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