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Artificial intelligence predicts c-KIT exon 11 genotype by phenotype in canine cutaneous mast cell tumors: Can human observers learn it? 人工智能通过表型预测犬皮肤肥大细胞瘤中c-KIT外显子11的基因型:人类观察者能学会吗? Puget, Chloe; Ganz, Jonathan; Bertram, Christof A.; Conrad, Thomas; Baeblich, Malte; Voss, Anne; Landmann, Katharina; Haake, Alexander F. H.; Spree, Andreas; Hartung, Svenja; Aeschlimann, Leonore; Soto, Sara; de Brot, Simone; Dettwiler, Martina; Aupperle-Lellbach, Heike; Bolfa, Pompei; Bartel, Alexander; Kiupel, Matti; Breininger, Katharina; Aubreville, Marc; Klopfleisch, Robert 分享 收藏
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A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma 一种用于区分胶质母细胞瘤中放疗后进展与假性进展的自监督多模态深度学习方法 Gomaa, Ahmed; Huang, Yixing; Stephan, Pluvio; Breininger, Katharina; Frey, Benjamin; Doerfler, Arnd; Schnell, Oliver; Delev, Daniel; Coras, Roland; Donaubauer, Anna-Jasmina; Schmitter, Charlotte; Stritzelberger, Jenny; Semrau, Sabine; Maier, Andreas; Bayer, Siming; Schoenecker, Stephan; Heiland, Dieter H.; Hau, Peter; Gaipl, Udo S.; Bert, Christoph; Fietkau, Rainer; Schmidt, Manuel A.; Putz, Florian 分享 收藏
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Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis Ganz, Jonathan; Marzahl, Christian; Ammeling, Jonas; Rosbach, Emely; Richter, Barbara; Puget, Chloe; Denk, Daniela; Demeter, Elena A.; Tabaran, Flaviu A.; Wasinger, Gabriel; Lipnik, Karoline; Tecilla, Marco; Valentine, Matthew J.; Dark, Michael J.; Abele, Niklas; Bolfa, Pompei; Erber, Ramona; Klopfleisch, Robert; Merz, Sophie; Donovan, Taryn A.; Jabari, Samir; Bertram, Christof A.; Breininger, Katharina; Aubreville, Marc 分享 收藏
Comprehensive multimodal deep learning survival prediction enabled by a transformer architecture: A multicenter study in glioblastoma transformer架构支持的综合多模态深度学习生存预测: 胶质母细胞瘤的多中心研究 Gomaa, Ahmed; Huang, Yixing; Hagag, Amr; Schmitter, Charlotte; Hoefler, Daniel; Weissmann, Thomas; Breininger, Katharina; Schmidt, Manuel; Stritzelberger, Jenny; Delev, Daniel; Coras, Roland; Doerfler, Arnd; Schnell, Oliver; Frey, Benjamin; Gaipl, Udo S.; Semrau, Sabine; Bert, Christoph; Hau, Peter; Fietkau, Rainer; Putz, Florian 分享 收藏
Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge 跨肿瘤类型,实验室和物种的域泛化-来自2022版有丝分裂域泛化挑战的见解 Aubreville, Marc; Stathonikos, Nikolas; Donovan, Taryn A.; Klopfleisch, Robert; Ammeling, Jonas; Ganz, Jonathan; Wilm, Frauke; Veta, Mitko; Jabari, Samir; Eckstein, Markus; Annuscheit, Jonas; Krumnow, Christian; Bozaba, Engin; Cayir, Sercan; Gu, Hongyan; Chen, Xiang 'Anthony'; Jahanifar, Mostafa; Shephard, Adam; Kondo, Satoshi; Kasai, Satoshi; Kotte, Sujatha; Saipradeep, V. G.; Lafarge, Maxime W.; Koelzer, Viktor H.; Wang, Ziyue; Zhang, Yongbing; Yang, Sen; Wang, Xiyue; Breininger, Katharina; Bertram, Christof A. 分享 收藏
Oral mucosa - an examination map for confocal laser endomicroscopy within the oral cavity: an experimental clinical study Oetter, Nicolai; Proell, Jonas; Sievert, Matti; Goncalves, Miguel; Rohde, Maximilian; Nobis, Christopher-Philipp; Knipfer, Christian; Aubreville, Marc; Pan, Zhaoya; Breininger, Katharina; Maier, Andreas; Kesting, Marco; Stelzle, Florian 分享 收藏