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Recommendations for Performance Evaluation of Machine Learning in Pathology A Concept Paper From the College of American Pathologists 病理学中机器学习性能评估的建议来自美国病理学家学院的概念论文 Hanna, Matthew G.; Olson, Niels H.; Zarella, Mark; Dash, C.; Herrmann, Markus D.; Furtado, Larissa, V; Stram, Michelle N.; Raciti, Patricia M.; Hassell, Lewis; Mays, Alex; Pantanowitz, Liron; Sirintrapun, Joseph S.; Krishnamurthy, Savitri; Parwani, Anil; Lujan, Giovanni; Evans, Joseph Andrew; Glassy, Eric F.; Bui, Marilyn M.; Singh, Rajendra; Souers, Rhona J.; de Baca, Monica E.; Seheult, Jansen N. 分享 收藏
The NCI Imaging Data Commons as a platform for reproducible research in computational pathology Schacherer, Daniela P.; Herrmann, Markus D.; Clunie, David A.; Hoefener, Henning; Clifford, William; Longabaugh, William J. R.; Pieper, Steve; Kikinis, Ron; Fedorov, Andrey; Homeyer, Andre 分享 收藏
National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence Fedorov, Andrey; Longabaugh, William J. R.; Pot, David; Clunie, David A.; Pieper, Steven D.; Gibbs, David L.; Bridge, Christopher; Herrmann, Markus D.; Homeyer, Andre; Lewis, Rob; Aerts, Hugo J. W. L.; Krishnaswamy, Deepa; Thiriveedhi, Vamsi Krishna; Ciausu, Cosmin; Schacherer, Daniela P.; Bontempi, Dennis; Pihl, Todd; Wagner, Ulrike; Farahani, Keyvan; Kim, Erika; Kikinis, Ron 分享 收藏
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Computational pathology in 2030: a Delphi study forecasting the role of AI in pathology within the next decade 计算病理学2030年: Delphi研究预测未来十年AI在病理学中的作用 Berbis, M. Alvaro; McClintock, David S.; Bychkov, Andrey; Van der Laak, Jeroen; Pantanowitz, Liron; Lennerz, Jochen K.; Cheng, Jerome Y.; Delahunt, Brett; Egevad, Lars; Eloy, Catarina; Farris III, Alton B.; Fraggetta, Filippo; del Moral, Raimundo Garcia; Hartman, Douglas J.; Herrmann, Markus D.; Hollemans, Eva; Iczkowski, Kenneth A.; Karsan, Aly; Kriegsmann, Mark; Salama, Mohamed E.; Sinard, John H.; Tuthill, J. Mark; Williams, Bethany; Casado-Sanchez, Cesar; Sanchez-Turrion, Victor; Luna, Antonio; Aneiros-Fernandez, Jose; Shen, Jeanne 分享 收藏
MITI minimum information guidelines for highly multiplexed tissue images MITI高度复用组织图像的最小信息指南 Schapiro, Denis; Yapp, Clarence; Sokolov, Artem; Reynolds, Sheila M.; Chen, Yu-An; Sudar, Damir; Xie, Yubin; Muhlich, Jeremy; Arias-Camison, Raquel; Arena, Sarah; Taylor, Adam J.; Nikolov, Milen; Tyler, Madison; Lin, Jia-Ren; Burlingame, Erik A.; Chang, Young H.; Farhi, Samouil L.; Thorsson, Vesteinn; Venkatamohan, Nithya; Drewes, Julia L.; Pe'er, Dana; Gutman, David A.; Herrmann, Markus D.; Gehlenborg, Nils; Bankhead, Peter; Roland, Joseph T.; Herndon, John M.; Snyder, Michael P.; Angelo, Michael; Nolan, Garry; Swedlow, Jason R.; Schultz, Nikolaus; Merrick, Daniel T.; Mazzili, Sarah A.; Cerami, Ethan; Rodig, Scott J.; Santagata, Sandro; Sorger, Peter K. 分享 收藏
Volumetric Imaging of Lung Tissue at Micrometer Resolution: Clinical Applications of Micro-CT for the Diagnosis of Pulmonary Diseases Bompoti, Andreana; Papazoglou, Andreas S.; Moysidis, Dimitrios V.; Otountzidis, Nikolaos; Karagiannidis, Efstratios; Stalikas, Nikolaos; Panteris, Eleftherios; Ganesh, Vijayakumar; Sanctuary, Thomas; Arvanitidis, Christos; Sianos, Georgios; Michaelson, James S.; Herrmann, Markus D. 分享 收藏
NCI Imaging Data Commons Fedorov, Andrey; Longabaugh, William J. R.; Pot, David; Clunie, David A.; Pieper, Steve; Aerts, Hugo J. W. L.; Homeyer, Andre; Lewis, Rob; Akbarzadeh, Afshin; Bontempi, Dennis; Clifford, William; Herrmann, Markus D.; Hoefener, Henning; Octaviano, Igor; Osborne, Chad; Paquette, Suzanne; Petts, James; Punzo, Davide; Reyes, Madelyn; Schacherer, Daniela P.; Tian, Mi; White, George; Ziegler, Erik; Shmulevich, Ilya; Pihl, Todd; Wagner, Ulrike; Farahani, Keyvan; Kikinis, Ron 分享 收藏
Quantitative Imaging Informatics for Cancer Research 癌症研究的定量成像信息学 Fedorov, Andrey; Beichel, Reinhard; Kalpathy-Cramer, Jayashree; Clunie, David; Onken, Michael; Riesmeier, Joerg; Herz, Christian; Bauer, Christian; Beers, Andrew; Fillion-Robin, Jean-Christophe; Lasso, Andras; Pinter, Csaba; Pieper, Steve; Nolden, Marco; Maier-Hein, Klaus; Herrmann, Markus D.; Saltz, Joel; Prior, Fred; Fennessy, Fiona; Buatti, John; Kikinis, Ron 分享 收藏
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Data-analysis strategies for image-based cell profiling 基于图像的细胞轮廓分析的数据分析策略 Caicedo, Juan C.; Cooper, Sam; Heigwer, Florian; Warchal, Scott; Qiu, Peng; Molnar, Csaba; Vasilevich, Aliaksei S.; Barry, Joseph D.; Bansal, Harmanjit Singh; Kraus, Oren; Wawer, Mathias; Paavolainen, Lassi; Herrmann, Markus D.; Rohban, Mohammad; Hung, Jane; Hennig, Holger; Concannon, John; Smith, Ian; Clemons, Paul A.; Singh, Shantanu; Rees, Paul; Horvath, Peter; Linington, Roger G.; Carpenter, Anne E. 分享 收藏
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KIT mutations in primary mediastinal B-cell lymphoma Nagel, P. D.; Stenzinger, A.; Feld, F. M.; Herrmann, M. D.; Bruederlein, S.; Barth, T. F. E.; Marienfeld, R.; Endris, V.; Weichert, W.; Debatin, K-M; Westhoff, M-A; Lessel, D.; Moeller, P.; Lennerz, J. K. 分享 收藏
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