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Enabling large-scale screening of Barrett's esophagus using weakly supervised deep learning in histopathology 在组织病理学中使用弱监督深度学习实现Barrett食管的大规模筛查 Bouzid, Kenza; Sharma, Harshita; Killcoyne, Sarah; Castro, Daniel C.; Schwaighofer, Anton; Ilse, Max; Salvatelli, Valentina; Oktay, Ozan; Murthy, Sumanth; Bordeaux, Lucas; Moore, Luiza; O'Donovan, Maria; Thieme, Anja; Nori, Aditya; Gehrung, Marcel; Alvarez-Valle, Javier 分享 收藏
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Compositional Zero-Shot Domain Transfer with Text-to-Text Models Liu, Fangyu; Liu, Qianchu; Bannur, Shruthi; Perez-Garcia, Fernando; Usuyama, Naoto; Zhang, Sheng; Naumann, Tristan; Nori, Aditya; Poon, Hoifung; Alvarez-Valle, Javier; Oktay, Ozan; Hyland, Stephanie L. 分享 收藏
Active label cleaning for improved dataset quality under resource constraints Bernhardt, Melanie; Castro, Daniel C.; Tanno, Ryutaro; Schwaighofer, Anton; Tezcan, Kerem C.; Monteiro, Miguel; Bannur, Shruthi; Lungren, Matthew; Nori, Aditya; Glocker, Ben; Alvarez-Valle, Javier; Oktay, Ozan 分享 收藏
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models Biffi, Carlo; Cerrolaza, Juan J.; Tarroni, Giacomo; Bai, Wenjia; de Marvao, Antonio; Oktay, Ozan; Ledig, Christian; Le Folgoc, Loic; Kamnitsas, Konstantinos; Doumou, Georgia; Duan, Jinming; Prasad, Sanjay K.; Cook, Stuart A.; O'Regan, Declan P.; Rueckert, Daniel 分享 收藏
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Learning-Based Quality Control for Cardiac MR Images Tarroni, Giacomo; Oktay, Ozan; Bai, Wenjia; Schuh, Andreas; Suzuki, Hideaki; Passerat-Palmbach, Jonathan; de Marvao, Antonio; O'Regan, Declan P.; Cook, Stuart; Glocker, Ben; Matthews, Paul M.; Rueckert, Daniel 分享 收藏
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Evaluating reinforcement learning agents for anatomical landmark detection Alansary, Amir; Oktay, Ozan; Li, Yuanwei; Le Folgoc, Loic; Hou, Benjamin; Vaillant, Ghislain; Kamnitsas, Konstantinos; Vlontzos, Athanasios; Glocker, Ben; Kainz, Bernhard; Rueckert, Daniel 分享 收藏
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks Bai, Wenjia; Sinclair, Matthew; Tarroni, Giacomo; Oktay, Ozan; Rajchl, Martin; Vaillant, Ghislain; Lee, Aaron M.; Aung, Nay; Lukaschuk, Elena; Sanghvi, Mihir M.; Zemrak, Filip; Fung, Kenneth; Paiva, Jose Miguel; Carapella, Valentina; Kim, Young Jin; Suzuki, Hideaki; Kainz, Bernhard; Matthews, Paul M.; Petersen, Steffen E.; Piechnik, Stefan K.; Neubauer, Stefan; Glocker, Ben; Rueckert, Daniel 分享 收藏
White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks 使用卷积神经网络的白质高强度和中风病变分割和区分 Guerrero, R.; Qin, C.; Oktay, O.; Bowles, C.; Chen, L.; Joules, R.; Wolz, R.; Valdes-Hernandez, M. C.; Dickie, D. A.; Wardlaw, J.; Rueckert, D. 分享 收藏
DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks Rajchl, Martin; Lee, Matthew C. H.; Oktay, Ozan; Kamnitsas, Konstantinos; Passerat-Palmbach, Jonathan; Bai, Wenjia; Damodaram, Mellisa; Rutherford, Mary A.; Hajnal, Joseph V.; Kainz, Bernhard; Rueckert, Daniel 分享 收藏
Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images Oktay, Ozan; Bai, Wenjia; Guerrero, Ricardo; Rajchl, Martin; de Marvao, Antonio; O'Regan, Declan P.; Cook, Stuart A.; Heinrich, Mattias P.; Glocker, Ben; Rueckert, Daniel 分享 收藏
Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography Bernard, Olivier; Bosch, Johan G.; Heyde, Brecht; Alessandrini, Martino; Barbosa, Daniel; Camarasu-Pop, Sorina; Cervenansky, Frederic; Valette, Sebastien; Mirea, Oana; Bernier, Michel; Jodoin, Pierre-Marc; Domingos, Jaime Santo; Stebbing, Richard V.; Keraudren, Kevin; Oktay, Ozan; Caballero, Jose; Shi, Wei; Rueckert, Daniel; Milletari, Fausto; Ahmadi, Seyed-Ahmad; Smistad, Erik; Lindseth, Frank; van Stralen, Maartje; Wang, Chen; Smedby, Orjan; Donal, Erwan; Monaghan, Mark; Papachristidis, Alex; Geleijnse, Marcel L.; Galli, Elena; D'hooge, Jan 分享 收藏
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