no code implementations • 7 Dec 2020 • Olivier Dehaene, Axel Camara, Olivier Moindrot, Axel de Lavergne, Pierre Courtiol
We identify this as a key weakness and propose to train an in-domain feature extractor on histology images using MoCo v2, a recent self-supervised learning algorithm.
no code implementations • ICLR 2018 • Pierre Courtiol, Eric W. Tramel, Marc Sanselme, Gilles Wainrib
Analysis of histopathology slides is a critical step for many diagnoses, and in particular in oncology where it defines the gold standard.
no code implementations • 21 Dec 2017 • Baptiste Goujaud, Eric W. Tramel, Pierre Courtiol, Mikhail Zaslavskiy, Gilles Wainrib
Detection of interactions between treatment effects and patient descriptors in clinical trials is critical for optimizing the drug development process.