A deep learning model to predict RNA-Seq expression of tumours from whole slide images by Benoît Schmauch, Alberto Romagnoni, Elodie Pronier, Charlie Saillard, Pascale Maillé, Julien Calderaro, Aurélie Kamoun, Meriem Sefta, Sylvain Toldo, Mikhail Zaslavskiy, Thomas Clozel, Matahi Moarii, Pierre Courtiol, Gilles Wainrib

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Integrated multi-omics analysis of oligodendroglial tumours identifies three subgroups of 1p/19q co-deleted gliomas by Aurélie Kamoun, Ahmed Idbaih, Caroline Dehais, Nabila Elarouci, Catherine Carpentier, Eric Letouzé, Carole Colin, Karima Mokhtari, Anne Jouvet, Emmanuelle Uro-Coste, Nadine Martin-Duverneuil, Marc Sanson, Jean-Yves Delattre, Dominique Figarella-Branger, Aurélien de Reyniès, François Ducray, POLA network

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Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides by Charlie Saillard, Rémy Dubois, Oussama Tchita, Nicolas Loiseau, Thierry Garcia, Aurélie Adriansen, Séverine Carpentier, Joelle Reyre, Diana Enea, Katharina von Loga, Aurélie Kamoun, Stéphane Rossat, Corentin Wiscart, Meriem Sefta, Michaël Auffret, Lionel Guillou, Arnaud Fouillet, Jakob Nikolas Kather, Magali Svrcek

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Independent Component Analysis Uncovers the Landscape of the Bladder Tumor Transcriptome and Reveals Insights into Luminal and Basal Subtypes by Anne Biton, Isabelle Bernard-Pierrot, Yinjun Lou, Clémentine Krucker, Elodie Chapeaublanc, Carlota Rubio-Pérez, Nuria López-Bigas, Aurélie Kamoun, Yann Neuzillet, Pierre Gestraud, Luca Grieco, Sandra Rebouissou, Aurélien de Reyniès, Simone Benhamou, Thierry Lebret, Jennifer Southgate, Emmanuel Barillot, Yves Allory, Andrei Zinovyev, François Radvanyi

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Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma by Charlie Saillard, Flore Delecourt, Benoit Schmauch, Olivier Moindrot, Magali Svrcek, Armelle Bardier-Dupas, Jean Francois Emile, Mira Ayadi, Vinciane Rebours, Louis de Mestier, Pascal Hammel, Cindy Neuzillet, Jean Baptiste Bachet, Juan Iovanna, Nelson Dusetti, Yuna Blum, Magali Richard, Yasmina Kermezli, Valerie Paradis, Mikhail Zaslavskiy, Pierre Courtiol, Aurelie Kamoun, Remy Nicolle, Jerome Cros

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Recurrent activating mutations of PPARγ associated with luminal bladder tumors by Natacha Rochel, Clémentine Krucker, Laure Coutos-Thévenot, Judit Osz, Ruiyun Zhang, Elodie Guyon, Wayne Zita, Séverin Vanthong, Oscar Alba Hernandez, Maxime Bourguet, Kays Al Badawy, Florent Dufour, Carole Peluso-Iltis, Syrine Heckler-Beji, Annick Dejaegere, Aurélie Kamoun, Aurélien de Reyniès, Yann Neuzillet, Sandra Rebouissou, Claire Béraud, Hervé Lang, Thierry Massfelder, Yves Allory, Sarah Cianférani, Roland H. Stote, François Radvanyi, Isabelle Bernard-Pierrot

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Integrated molecular and pharmacological characterization of patient-derived xenografts from bladder and ureteral cancers identifies new potential therapies by Hervé Lang, Claire Béraud, Luc Cabel, Luc Cabel, Jacqueline Fontugne, Jacqueline Fontugne, Jacqueline Fontugne, Myriam Lassalle, Clémentine Krucker, Clémentine Krucker, Clémentine Krucker, Florent Dufour, Florent Dufour, Florent Dufour, Clarice S. Groeneveld, Clarice S. Groeneveld, Clarice S. Groeneveld, Victoria Dixon, Victoria Dixon, Victoria Dixon, Xiangyu Meng, Xiangyu Meng, Xiangyu Meng, Aurélie Kamoun, Elodie Chapeaublanc, Elodie Chapeaublanc, Aurélien De Reynies, Xavier Gamé, Pascal Rischmann, Ivan Bieche, Julien Masliah-Planchon, Romane Beaurepere, Yves Allory, Yves Allory, Yves Allory, Véronique Lindner, Yolande Misseri, François Radvanyi, François Radvanyi, Philippe Lluel, Isabelle Bernard-Pierrot, Isabelle Bernard-Pierrot, Thierry Massfelder

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