Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides

Autor: Quiros, Adalberto Claudio, Coudray, Nicolas, Yeaton, Anna, Yang, Xinyu, Liu, Bojing, Le, Hortense, Chiriboga, Luis, Karimkhan, Afreen, Narula, Navneet, Moore, David A., Park, Christopher Y., Pass, Harvey, Moreira, Andre L., Quesne, John Le, Tsirigos, Aristotelis, Yuan, Ke

Definitive cancer diagnosis and management depend upon the extraction of information from microscopy images by pathologists. These images contain complex information requiring time-consuming expert human interpretation that is prone to human bias. Su

Externí odkaz: http://arxiv.org/abs/2205.01931

Invasion and Grading of Pulmonary Non-Mucinous Adenocarcinoma

Autor: Moreira, Andre L., Zhou, Fang

Publikováno v: In Surgical Pathology Clinics June 2024 17(2):271-285

International reproducibility study of thymic epithelial tumors staging: pT stage is an issue. proposals for improvement. A RYTHMIC/ITMIG study

Autor: Molina, Thierry J., Roden, Anja C., Szolkowska, Malgorzata, Shimizu, Shigeki, Moreira, Andre L., Chalabreysse, Lara, Besse, Benjamin, de Montpréville, Vincent, Marom, Edith M., Detterbeck, Frank, Girard, Nicolas, Nicholson, Andrew G., Marx, Alexander

Publikováno v: In Lung Cancer March 2024 189

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Deep learning integrates histopathology and proteogenomics at a pan-cancer level

Autor: Aguet, François, Akiyama, Yo, Anand, Shankara, Anurag, Meenakshi, Babur, Özgün, Bavarva, Jasmin, Birger, Chet, Birrer, Michael J., Cantley, Lewis C., Cao, Song, Carr, Steven A., Ceccarelli, Michele, Chan, Daniel W., Chinnaiyan, Arul M., Cho, Hanbyul, Chowdhury, Shrabanti, Cieslik, Marcin P., Clauser, Karl R., Colaprico, Antonio, Zhou, Daniel Cui, da Veiga Leprevost, Felipe, Day, Corbin, Dhanasekaran, Saravana M., Domagalski, Marcin J., Dou, Yongchao, Druker, Brian J., Edwards, Nathan, Ellis, Matthew J., Selvan, Myvizhi Esai, Foltz, Steven M., Francis, Alicia, Geffen, Yifat, Getz, Gad, Gonzalez Robles, Tania J., Gosline, Sara J.C., Gümüş, Zeynep H., Heiman, David I., Hiltke, Tara, Hostetter, Galen, Hu, Yingwei, Huang, Chen, Huntsman, Emily, Iavarone, Antonio, Jaehnig, Eric J., Jewell, Scott D., Ji, Jiayi, Jiang, Wen, Johnson, Jared L., Katsnelson, Lizabeth, Ketchum, Karen A., Kolodziejczak, Iga, Krug, Karsten, Kumar-Sinha, Chandan, Lei, Jonathan T., Liang, Wen-Wei, Liao, Yuxing, Lindgren, Caleb M., Liu, Tao, Ma, Weiping, Rodrigues, Fernanda Martins, McKerrow, Wilson, Mesri, Mehdi, Nesvizhskii, Alexey I., Newton, Chelsea J., Oldroyd, Robert, Paulovich, Amanda G., Payne, Samuel H., Petralia, Francesca, Pugliese, Pietro, Reva, Boris, Rykunov, Dmitry, Satpathy, Shankha, Savage, Sara R., Schadt, Eric E., Schnaubelt, Michael, Schürer, Stephan, Shi, Zhiao, Smith, Richard D., Song, Xiaoyu, Song, Yizhe, Stathias, Vasileios, Storrs, Erik P., Terekhanova, Nadezhda V., Thangudu, Ratna R., Thiagarajan, Mathangi, Tignor, Nicole, Wang, Liang-Bo, Wang, Pei, Wang, Ying, Wen, Bo, Wiznerowicz, Maciej, Wu, Yige, Wyczalkowski, Matthew A., Yao, Lijun, Yaron, Tomer M., Yi, Xinpei, Zhang, Bing, Zhang, Hui, Zhang, Qing, Zhang, Xu, Zhang, Zhen, Wang, Joshua M., Hong, Runyu, Demicco, Elizabeth G., Tan, Jimin, Lazcano, Rossana, Moreira, Andre L., Li, Yize, Calinawan, Anna, Razavian, Narges, Schraink, Tobias, Gillette, Michael A., Omenn, Gilbert S., An, Eunkyung, Rodriguez, Henry, Tsirigos, Aristotelis, Ruggles, Kelly V., Ding, Li, Robles, Ana I., Mani, D.R., Rodland, Karin D., Lazar, Alexander J., Liu, Wenke, Fenyö, David

Publikováno v: In Cell Reports Medicine 19 September 2023 4(9)