Pierre Courtiol

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

EURACAN/IASLC Proposals for Updating the Histologic Classification of Pleural Mesothelioma: Towards a More Multidisciplinary Approach

Andrew G. Nicholson, Jennifer L. Sauter, Anna K. Nowak et al. · Journal of Thoracic Oncology · 2019 · 156 citations · Full text

Medicine, Oncology, Pathology +15

Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach

Pierre Courtiol, Eric W. Tramel, Marc Sanselme et al. · arXiv (Cornell University) · 2018 · 99 citations · Full text

Medicine, Oncology, Pathology +16