Rémy Dubois

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 · 177 citations · Full text

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 · 173 citations

Breast Oncology, Neoadjuvant Chemotherapy, Medicine +8

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 · 91 citations · Full text

Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides

Charlie Saillard, Rémy Dubois, Oussama Tchita et al. · Nature Communications · 2023 · 89 citations · Full text

AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients

Nathalie Lassau, Samy Ammari, Émilie Chouzenoux et al. · 2020 · 11 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +29