The prognosis of patients treated with everolimus for advanced ER‐positive, HER2‐negative breast cancer is driven by molecular features by Hélène Salaün, Lounes Djerroudi, Laura Haik, Anne Schnitzler, Guillaume Bataillon, Gabrielle Deniziaut, Ivan Bièche, Anne Vincent‐Salomon, Marc Debled, Paul Cottu

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Hyperechoic breast images: all that glitters is not gold! by Gabrielle Journo, Guillaume Bataillon, Raphael Benchimol, Asma Bekhouche, Chloe Dratwa, Delphine Sebbag-Sfez, Anne Tardivon, Fabienne Thibault, Catherine Ala-Eddine, Pascal Chérel, Caroline Malhaire

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HPV DNA integration site as proof of the origin of ovarian metastasis from endocervical adenocarcinoma: three case reports by Alexandra Arfi, Delphine Hequet, Guillaume Bataillon, Carine Tran-Perennou, Fereshteh Farkhondeh, Xavier Sastre-Garau, Virginie Fourchotte, Roman Rouzier, Enora Laas, Nicolas Pouget, Anne Vincent-Salomon, Emmanuelle Jeannot

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Unresectable Non-metastatic Primary Melanoma: Complete Remission Following Treatment with Anti-Programmed-cell-death-receptor 1 by Coralie Lheure, Caroline Hoffmann, Nora Kramkimel, Julie Plée, Nathalie Franck, Clélia Vanhaecke, Gabrielle Goldman-Lévy, Guillaume Bataillon, Diane Damotte, Nicolas Dupin, Selim Aractingi, Florent Grange, Sarah Guégan

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Validation and real-world clinical application of an artificial intelligence algorithm for breast cancer detection in biopsies by Judith Sandbank, Guillaume Bataillon, Alona Nudelman, Ira Krasnitsky, Rachel Mikulinsky, Lilach Bien, Lucie Thibault, Anat Albrecht Shach, Geraldine Sebag, Douglas P. Clark, Daphna Laifenfeld, Stuart J. Schnitt, Chaim Linhart, Manuela Vecsler, Anne Vincent-Salomon

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Prediction of Treatment Response in Triple Negative Breast Cancer From Whole Slide Images by Peter Naylor, Peter Naylor, Peter Naylor, Tristan Lazard, Tristan Lazard, Tristan Lazard, Guillaume Bataillon, Marick Laé, Marick Laé, Anne Vincent-Salomon, Anne Vincent-Salomon, Anne-Sophie Hamy, Anne-Sophie Hamy, Anne-Sophie Hamy, Fabien Reyal, Fabien Reyal, Fabien Reyal, Thomas Walter, Thomas Walter, Thomas Walter

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Can AI predict epithelial lesion categories via automated analysis of cervical biopsies: The TissueNet challenge? by Nicolas Loménie, Capucine Bertrand, Rutger H.J. Fick, Saima Ben Hadj, Brice Tayart, Cyprien Tilmant, Isabelle Farré, Soufiane Z. Azdad, Samy Dahmani, Gilles Dequen, Ming Feng, Kele Xu, Zimu Li, Sophie Prevot, Christine Bergeron, Guillaume Bataillon, Mojgan Devouassoux-Shisheboran, Claire Glaser, Agathe Delaune, Séverine Valmary-Degano, Philippe Bertheau

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A catalog of numerical centrosome defects in epithelial ovarian cancers by Jean‐Philippe Morretton, Anthony Simon, Aurélie Herbette, Jorge Barbazan, Carlos Pérez‐González, Camille Cosson, Bassirou Mboup, Aurélien Latouche, Tatiana Popova, Yann Kieffer, Anne‐Sophie Macé, Pierre Gestraud, Guillaume Bataillon, Véronique Becette, Didier Meseure, André Nicolas, Odette Mariani, Anne Vincent‐Salomon, Marc‐Henri Stern, Fatima Mechta‐Grigoriou, Sergio Roman Roman, Danijela Matic Vignjevic, Roman Rouzier, Xavier Sastre‐Garau, Oumou Goundiam, Renata Basto

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Immunomic longitudinal profiling of the NeoPembrOv trial identifies drivers of immunoresistance in high-grade ovarian carcinoma by Olivia Le Saux, Maude Ardin, Justine Berthet, Sarah Barrin, Morgane Bourhis, Justine Cinier, Yasmine Lounici, Isabelle Treilleux, Pierre-Alexandre Just, Guillaume Bataillon, Aude-Marie Savoye, Marie-Ange Mouret-Reynier, Elodie Coquan, Olfa Derbel, Louis Jeay, Suliman Bouizaguen, Intidhar Labidi-Galy, Séverine Tabone-Eglinger, Anthony Ferrari, Emilie Thomas, Christine Ménétrier-Caux, Eric Tartour, Isabelle Galy-Fauroux, Marc-Henri Stern, Magali Terme, Christophe Caux, Bertrand Dubois, Isabelle Ray-Coquard

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Morphology and genomic hallmarks of breast tumours developed by ATM deleterious variant carriers by Anne-Laure Renault, Noura Mebirouk, Laetitia Fuhrmann, Guillaume Bataillon, Eve Cavaciuti, Dorothée Le Gal, Elodie Girard, Tatiana Popova, Philippe La Rosa, Juana Beauvallet, Séverine Eon-Marchais, Marie-Gabrielle Dondon, Catherine Dubois d’Enghien, Anthony Laugé, Walid Chemlali, Virginie Raynal, Martine Labbé, Ivan Bièche, Sylvain Baulande, Jacques-Olivier Bay, Pascaline Berthet, Olivier Caron, Bruno Buecher, Laurence Faivre, Marc Fresnay, Marion Gauthier-Villars, Paul Gesta, Nicolas Janin, Sophie Lejeune, Christine Maugard, Sébastien Moutton, Laurence Venat-Bouvet, Hélène Zattara, Jean-Pierre Fricker, Laurence Gladieff, Isabelle Coupier, CoF-AT, GENESIS, kConFab, Georgia Chenevix-Trench, Janet Hall, Anne Vincent-Salomon, Dominique Stoppa-Lyonnet, Nadine Andrieu, Fabienne Lesueur

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