Jean-Baptiste Schiratti

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients

Nathalie Lassau, Samy Ammari, Émilie Chouzenoux et al. · Nature Communications · 2021 · 180 citations · Full text

Computing, Health Informatics, Radiology +16

Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling

Alexandre Filiot, Ridouane Ghermi, Antoine Olivier et al. · medRxiv · 2023 · 130 citations · Full text

Computing, Computer Science, Pathology +13

A deep learning method for predicting knee osteoarthritis radiographic progression from MRI

Jean-Baptiste Schiratti, Rémy Dubois, Paul Hérent et al. · Arthritis Research & Therapy · 2021 · 99 citations · Full text

Medicine, Orthopaedic Surgery, Radiology +17

Learning spatio-temporal trajectories from manifold-valued longitudinal data

Jean-Baptiste Schiratti, Stéphanie Allassonnière, Olivier Colliot et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2015 · 53 citations · Full text

Computing, Biostatistics, Data Science +15

Abdominal musculature segmentation and surface prediction from CT using deep learning for sarcopenia assessment

Paul Blanc‐Durand, Jean-Baptiste Schiratti, Klamer Schutte et al. · Diagnostic and Interventional Imaging · 2020 · 50 citations · Full text

Medicine, Biomedical Engineering, Radiology +15