Deep learning predicts patients outcome and mutations from digitized histology slides in gastrointestinal stromal tumor

Abstract Risk assessment of gastrointestinal stromal tumor (GIST) according to the AFIP/Miettinen classification and mutational profiling are major tools for patient management. However, the AFIP/Miettinen classification depends heavily on mitotic counts, which is laborious and sometimes inconsisten...

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Bibliographic Details
Main Authors: Yu Fu, Marie Karanian, Raul Perret, Axel Camara, François Le Loarer, Myriam Jean-Denis, Isabelle Hostein, Audrey Michot, Françoise Ducimetiere, Antoine Giraud, Jean-Baptiste Courreges, Kevin Courtet, Yech’an Laizet, Etienne Bendjebbar, Jean Ogier Du Terrail, Benoit Schmauch, Charles Maussion, Jean-Yves Blay, Antoine Italiano, Jean-Michel Coindre
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:npj Precision Oncology
Online Access:https://doi.org/10.1038/s41698-023-00421-9