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收藏分享 收藏 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 分享 收藏 分享 收藏 Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysisGanz, 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 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 studyOetter, 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 分享 收藏 分享 收藏 Mitosis domain generalization in histopathology images - The MIDOG组织病理学图像中的有丝分裂域泛化-MIDOGAubreville, Marc; Stathonikos, Nikolas; Bertram, Christof A.; Klopfleisch, Robert; ter Hoeve, Natalie; Ciompi, Francesco; Wilm, Frauke; Marzahl, Christian; Donovan, Taryn A.; Maier, Andreas; Breen, Jack; Ravikumar, Nishant; Chung, Youjin; Park, Jinah; Nateghi, Ramin; Pourakpour, Fattaneh; Fick, Rutger H. J.; Ben Hadj, Saima; Jahanifar, Mostafa; Shephard, Adam; Dexl, Jakob; Wittenberg, Thomas; Kondo, Satoshi; Lafarge, Maxime W.; Koelzer, Viktor H.; Liang, Jingtang; Wang, Yubo; Long, Xi; Liu, Jingxin; Razavi, Salar; Khademi, April; Yang, Sen; Wang, Xiyue; Erber, Ramona; Klang, Andrea; Lipnik, Karoline; Bolfa, Pompei; Dark, Michael J.; Wasinger, Gabriel; Veta, Mitko; Breininger, Katharina 分享 收藏 EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version controlMarzahl, Christian; Aubreville, Marc; Bertram, Christof A.; Maier, Jennifer; Bergler, Christian; Kroeger, Christine; Voigt, Joern; Breininger, Katharina; Klopfleisch, Robert; Maier, Andreas 分享 收藏 Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor regionAubreville, Marc; Bertram, Christof A.; Marzahl, Christian; Gurtner, Corinne; Dettwiler, Martina; Schmidt, Anja; Bartenschlager, Florian; Merz, Sophie; Fragoso, Marco; Kershaw, Olivia; Klopfleisch, Robert; Maier, Andreas 分享 收藏 Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesMarzahl, Christian; Aubreville, Marc; Bertram, Christof A.; Stayt, Jason; Jasensky, Anne-Katherine; Bartenschlager, Florian; Fragoso-Garcia, Marco; Barton, Ann K.; Elsemann, Svenja; Jabari, Samir; Krauth, Jens; Madhu, Prathmesh; Voigt, Joern; Hill, Jenny; Klopfleisch, Robert; Maier, Andreas 分享 收藏 Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep LearningAubreville, Marc; Knipfer, Christian; Oetter, Nicolai; Jaremenko, Christian; Rodner, Erik; Denzler, Joachim; Bohr, Christopher; Neumann, Helmut; Stelzle, Florian; Maier, Andreas 分享 收藏 
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