未登录Deep learning-based pulmonary nodule risk assessment outperforms established malignancy risk scores in lung cancer screening基于深度学习的肺结节风险评估优于肺癌筛查中已有的恶性风险评分
Barbosa Jr, Eduardo J. Mortani; Kim, Yohan; Zhang, Yanbo; Setio, Arnaud A. A.; Mellot, Francois; Grenier, Philippe A.; Zimmermann, Mathis; Georgescu, Bogdan; Grbic, Sasa; Gefter, Warren B.
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收藏Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond示例Med-DETR:迈向通用的和鲁棒性的乳腺X线图像病变检测及更广泛应用
Bhat, Sheethal; Georgescu, Bogdan; Panambur, Adarsh Bhandary; Zinnen, Mathias; Nguyen, Tri-Thien; Mansoor, Awais; Elbarbary, Karim Khalifa; Bayer, Siming; Ghesu, Florin-Cristian; Grbic, Sasa; Maier, Andreas
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收藏Large-Scale Study on AI's Impact on Identifying Chest Radiographs with No Actionable Disease in Outpatient Imaging
Mansoor, Awais; Schmuecking, Ingo; Ghesu, Florin C.; Georgescu, Bogdan; Grbic, Sasa; Vishwanath, R. S.; Farri, Oladimeji; Ghosh, Rikhiya; Vunikili, Ramya; Zimmermann, Mathis; Sutcliffe, James; Mendelsohn, Steven L.; Comaniciu, Dorin; Gefter, Warren B.
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收藏AUCReshaping: improved sensitivity at high-specificity
Bhat, Sheethal; Mansoor, Awais; Georgescu, Bogdan; Panambur, Adarsh B.; Ghesu, Florin C.; Islam, Saahil; Packhaeuser, Kai; Rodriguez-Salas, Dalia; Grbic, Sasa; Maier, Andreas
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收藏The Liver Tumor Segmentation Benchmark (LiTS)肝肿瘤分割基准 (LiTS)
Bilic, Patrick; Christ, Patrick; Li, Hongwei Bran; Vorontsov, Eugene; Ben-Cohen, Avi; Kaissis, Georgios; Szeskin, Adi; Jacobs, Colin; Mamani, Gabriel Efrain Humpire; Chartrand, Gabriel; Lohoefer, Fabian; Holch, Julian Walter; Sommer, Wieland; Hofmann, Felix; Hostettler, Alexandre; Lev-Cohain, Naama; Drozdzal, Michal; Amitai, Michal Marianne; Vivanti, Refael; Sosna, Jacob; Ezhov, Ivan; Sekuboyina, Anjany; Navarro, Fernando; Kofler, Florian; Paetzold, Johannes C.; Shit, Suprosanna; Hu, Xiaobin; Lipkova, Jana; Rempfler, Markus; Piraud, Marie; Kirschke, Jan; Wiestler, Benedikt; Zhang, Zhiheng; Huelsemeyer, Christian; Beetz, Marcel; Ettlinger, Florian; Antonelli, Michela; Bae, Woong; Bellver, Miriam; Bi, Lei; Chen, Hao; Chlebus, Grzegorz; Dam, Erik B.; Dou, Qi; Fu, Chi-Wing; Georgescu, Bogdan; Giro-I-Nieto, Xavier; Gruen, Felix; Han, Xu; Heng, Pheng-Ann; Hesser, Jurgen; Moltz, Jan Hendrik; Igel, Christian; Isensee, Fabian; Jaeger, Paul; Jia, Fucang; Kaluva, Krishna Chaitanya; Khened, Mahendra; Kim, Ildoo; Kim, Jae-Hun; Kim, Sungwoong; Kohl, Simon; Konopczynski, Tomasz; Kori, Avinash; Krishnamurthi, Ganapathy; Li, Fan; Li, Hongchao; Li, Junbo; Li, Xiaomeng; Lowengrub, John; Ma, Jun; Maier-Hein, Klaus; Maninis, Kevis-Kokitsi; Meine, Hans; Merhof, Dorit; Pai, Akshay; Perslev, Mathias; Petersen, Jens; Pont-Tuset, Jordi; Qi, Jin; Qi, Xiaojuan; Rippel, Oliver; Roth, Karsten; Sarasua, Ignacio; Schenk, Andrea; Shen, Zengming; Torres, Jordi; Wachinger, Christian; Wang, Chunliang; Weninger, Leon; Wu, Jianrong; Xu, Daguang; Yang, Xiaoping; Yu, Simon Chun-Ho; Yuan, Yading; Yue, Miao; Zhang, Liping; Cardoso, Jorge; Bakas, Spyridon; Braren, Rickmer; Heinemann, Volker; Pal, Christopher; Tang, An; Kadoury, Samuel; Soler, Luc; van Ginneken, Bram; Greenspan, Hayit; Joskowicz, Leo; Menze, Bjoern
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收藏Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks
Nael, Kambiz; Gibson, Eli; Yang, Chen; Ceccaldi, Pascal; Yoo, Youngjin; Das, Jyotipriya; Doshi, Amish; Georgescu, Bogdan; Janardhanan, Nirmal; Odry, Benjamin; Nadar, Mariappan; Bush, Michael; Re, Thomas J.; Huwer, Stefan; Josan, Sonal; von Busch, Heinrich; Meyer, Heiko; Mendelson, David; Drayer, Burton P.; Comaniciu, Dorin; Fayad, Zahi A.
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收藏Quantifying and leveraging predictive uncertainty for medical image assessment
Ghesu, Florin C.; Georgescu, Bogdan; Mansoor, Awais; Yoo, Youngjin; Gibson, Eli; Vishwanath, R. S.; Balachandran, Abishek; Balter, James M.; Cao, Yue; Singh, Ramandeep; Digumarthy, Subba R.; Kalra, Mannudeep K.; Grbic, Sasa; Comaniciu, Dorin
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收藏A self-taught artificial agent for multi-physics computational model personalization用于多物理计算模型个性化的自学人工代理
Neumann, Dominik; Mansi, Tommaso; Itu, Lucian; Georgescu, Bogdan; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Amr, Ali; Haas, Jan; Katus, Hugo; Meder, Benjamin; Steidl, Stefan; Hornegger, Joachim; Comaniciu, Dorin
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收藏Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals
Zettinig, Oliver; Mansi, Tommaso; Neumann, Dominik; Georgescu, Bogdan; Rapaka, Saikiran; Seegerer, Philipp; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Amr, Ali; Haas, Jan; Steen, Henning; Katus, Hugo; Meder, Benjamin; Navab, Nassir; Kamen, Ali; Comaniciu, Dorin
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收藏An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning
Mansi, Tommaso; Voigt, Ingmar; Georgescu, Bogdan; Zheng, Xudong; Mengue, Etienne Assoumou; Hackl, Michael; Ionasec, Razvan I.; Noack, Thilo; Seeburger, Joerg; Comaniciu, Dorin
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