Gilles Wainrib

Deep learning-based classification of mesothelioma improves prediction of patient outcome

Pierre Courtiol, Charles Maussion, Matahi Moarii et al. · Nature Medicine · 2019 · 552 citations

Computing, Computer Science, Oncology +13

A deep learning model to predict RNA-Seq expression of tumours from whole slide images

Benoît Schmauch, Alberto Romagnoni, Elodie Pronier et al. · Nature Communications · 2020 · 525 citations · Full text

Life Sciences, Oncology, Pathology +17

Predicting Survival After Hepatocellular Carcinoma Resection Using Deep Learning on Histological Slides

Charlie Saillard, Benoît Schmauch, Oumeima Laifa et al. · Hepatology · 2020 · 311 citations

Medicine, Oncology, Surgery +17

Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer

Jean Ogier du Terrail, Armand Léopold, Clément Joly et al. · Nature Medicine · 2023 · 188 citations

Medicine, Oncology, Breast Oncology +16

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