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收藏分享 收藏 Spatially aware deep learning reveals tumor heterogeneity patterns that encode distinct kidney cancer states空间感知深度学习揭示了编码不同肾癌状态的肿瘤异质性模式
Nyman, Jackson; Denize, Thomas; Bakouny, Ziad; Labaki, Chris; Titchen, Breanna M.; Bi, Kevin; Hari, Surya Narayanan; Rosenthal, Jacob; Mehta, Nicita; Jiang, Bowen; Sharma, Bijaya; Felt, Kristen; Umeton, Renato; Braun, David A.; Rodig, Scott; Choueiri, Toni K.; Signoretti, Sabina; Van Allen, Eliezer M. 分享 收藏 Federated benchmarking of medical artificial intelligence with MedPerfKarargyris, Alexandros; Umeton, Renato; Sheller, Micah J.; Aristizabal, Alejandro; George, Johnu; Wuest, Anna; Pati, Sarthak; Kassem, Hasan; Zenk, Maximilian; Baid, Ujjwal; Moorthy, Prakash Narayana; Chowdhury, Alexander; Guo, Junyi; Nalawade, Sahil; Rosenthal, Jacob; Kanter, David; Xenochristou, Maria; Beutel, Daniel J.; Chung, Verena; Bergquist, Timothy; Eddy, James; Abid, Abubakar; Tunstall, Lewis; Sanseviero, Omar; Dimitriadis, Dimitrios; Qian, Yiming; Xu, Xinxing; Liu, Yong; Goh, Rick Siow Mong; Bala, Srini; Bittorf, Victor; Puchala, Sreekar Reddy; Ricciuti, Biagio; Samineni, Soujanya; Sengupta, Eshna; Chaudhari, Akshay; Coleman, Cody; Desinghu, Bala; Diamos, Gregory; Dutta, Debo; Feddema, Diane; Fursin, Grigori; Huang, Xinyuan; Kashyap, Satyananda; Lane, Nicholas; Mallick, Indranil; Mascagni, Pietro; Mehta, Virendra; Moraes, Cassiano Ferro; Natarajan, Vivek; Nikolov, Nikola; Padoy, Nicolas; Pekhimenko, Gennady; Reddi, Vijay Janapa; Reina, G. Anthony; Ribalta, Pablo; Singh, Abhishek; Thiagarajan, Jayaraman J.; Albrecht, Jacob; Wolf, Thomas; Miller, Geralyn; Fu, Huazhu; Shah, Prashant; Xu, Daguang; Yadav, Poonam; Talby, David; Awad, Mark M.; Howard, Jeremy P.; Rosenthal, Michael; Marchionni, Luigi; Loda, Massimo; Johnson, Jason M.; Bakas, Spyridon; Mattson, Peter 分享 收藏 Building Tools for Machine Learning and Artificial Intelligence in Cancer Research: Best Practices and a Case Study with the PathML Toolkit for Computational Pathology构建用于癌症研究的机器学习和人工智能的工具: 最佳实践和PathML计算病理学工具包的案例研究Rosenthal, Jacob; Carelli, Ryan; Omar, Mohamed; Brundage, David; Halbert, Ella; Nyman, Jackson; Hari, Surya N.; Van Allen, Eliezer M.; Marchionni, Luigi; Umeton, Renato; Loda, Massimo 分享 收藏 分享 收藏 Metabolomics of Prostate Cancer Gleason Score in Tumor Tissue and SerumPenney, Kathryn L.; Tyekucheva, Svitlana; Rosenthal, Jacob; El Fandy, Habiba; Carelli, Ryan; Borgstein, Stephanie; Zadra, Giorgia; Fanelli, Giuseppe Nicolo; Stefanizzi, Lavinia; Giunchi, Francesca; Pomerantz, Mark; Peisch, Samuel; Coulson, Hannah; Lis, Rosina; Kibel, Adam S.; Fiorentino, Michelangelo; Umeton, Renato; Loda, Massimo 分享 收藏 分享 收藏 分享 收藏 
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