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

por Schmauch, Benoît, Romagnoni, Alberto, Pronier, Elodie, Saillard, Charlie, Maillé, Pascale, Calderaro, Julien, Kamoun, Aurélie, Sefta, Meriem, Toldo, Sylvain, Zaslavskiy, Mikhail, Clozel, Thomas, Moarii, Matahi, Courtiol, Pierre, Wainrib, Gilles
Publicado 2020

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

por Fu, Yu, Karanian, Marie, Perret, Raul, Camara, Axel, Le Loarer, François, Jean-Denis, Myriam, Hostein, Isabelle, Michot, Audrey, Ducimetiere, Françoise, Giraud, Antoine, Courreges, Jean-Baptiste, Courtet, Kevin, Laizet, Yech’an, Bendjebbar, Etienne, Du Terrail, Jean Ogier, Schmauch, Benoit, Maussion, Charles, Blay, Jean-Yves, Italiano, Antoine, Coindre, Jean-Michel
Publicado 2023

Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma

por Saillard, Charlie, Delecourt, Flore, Schmauch, Benoit, Moindrot, Olivier, Svrcek, Magali, Bardier-Dupas, Armelle, Emile, Jean Francois, Ayadi, Mira, Rebours, Vinciane, de Mestier, Louis, Hammel, Pascal, Neuzillet, Cindy, Bachet, Jean Baptiste, Iovanna, Juan, Dusetti, Nelson, Blum, Yuna, Richard, Magali, Kermezli, Yasmina, Paradis, Valerie, Zaslavskiy, Mikhail, Courtiol, Pierre, Kamoun, Aurelie, Nicolle, Remy, Cros, Jerome
Publicado 2023