| Multi-scale deep reinforcement learning for real-time 3D-landmark detection in CT scans FC Ghesu, B Georgescu, Y Zheng, S Grbic, A Maier, J Hornegger, ... IEEE transactions on pattern analysis and machine intelligence 41 (1), 176-189, 2017 | 337 | 2017 |
| Automatic liver segmentation using an adversarial image-to-image network D Yang, D Xu, SK Zhou, B Georgescu, M Chen, S Grbic, D Metaxas, ... Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 301 | 2017 |
| An artificial agent for robust image registration R Liao, S Miao, P de Tournemire, S Grbic, A Kamen, T Mansi, ... Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 262 | 2017 |
| Learning to recognize abnormalities in chest x-rays with location-aware dense networks S Guendel, S Grbic, B Georgescu, S Liu, A Maier, D Comaniciu Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019 | 225 | 2019 |
| Method and System for Image Registration Using an Intelligent Artificial Agent R Liao, S Miao, P De Tournemire, J Krebs, L Zhang, B Georgescu, S Grbic, ... US Patent App. 15/587,094, 2017 | 195 | 2017 |
| Method and system for comprehensive patient-specific modeling of the heart RI Ionasec, I Voigt, V Mihalef, S Grbic, D Vitanovski, Y Wang, Y Zheng, ... US Patent 8,682,626, 2014 | 193 | 2014 |
| 3d anisotropic hybrid network: Transferring convolutional features from 2d images to 3d anisotropic volumes S Liu, D Xu, SK Zhou, O Pauly, S Grbic, T Mertelmeier, J Wicklein, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 182 | 2018 |
| Automated quantification of CT patterns associated with COVID-19 from chest CT S Chaganti, P Grenier, A Balachandran, G Chabin, S Cohen, T Flohr, ... Radiology: Artificial Intelligence 2 (4), e200048, 2020 | 168 | 2020 |
| Complete valvular heart apparatus model from 4D cardiac CT S Grbic, R Ionasec, D Vitanovski, I Voigt, Y Wang, B Georgescu, ... Medical Image Analysis 16 (5), 1003-1014, 2012 | 108 | 2012 |
| Semiautomatically quantified tumor volume using 68Ga-PSMA-11 PET as a biomarker for survival in patients with advanced prostate cancer R Seifert, K Herrmann, J Kleesiek, M Schäfers, V Shah, Z Xu, G Chabin, ... Journal of Nuclear Medicine 61 (12), 1786-1792, 2020 | 102 | 2020 |
| Contrastive self-supervised learning from 100 million medical images with optional supervision FC Ghesu, B Georgescu, A Mansoor, Y Yoo, D Neumann, P Patel, ... Journal of Medical Imaging 9 (6), 064503-064503, 2022 | 75 | 2022 |
| Less is more: Simultaneous view classification and landmark detection for abdominal ultrasound images Z Xu, Y Huo, JH Park, B Landman, A Milkowski, S Grbic, S Zhou Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 61 | 2018 |
| Quantifying and leveraging predictive uncertainty for medical image assessment FC Ghesu, B Georgescu, A Mansoor, Y Yoo, E Gibson, RS Vishwanath, ... Medical Image Analysis 68, 101855, 2021 | 60 | 2021 |
| Quantifying and leveraging classification uncertainty for chest radiograph assessment FC Ghesu, B Georgescu, E Gibson, S Guendel, MK Kalra, R Singh, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 59 | 2019 |
| Deep image-to-image recurrent network with shape basis learning for automatic vertebra labeling in large-scale 3D CT volumes D Yang, T Xiong, D Xu, SK Zhou, Z Xu, M Chen, JH Park, S Grbic, TD Tran, ... Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 56 | 2017 |
| No surprises: Training robust lung nodule detection for low-dose CT scans by augmenting with adversarial attacks S Liu, AAA Setio, FC Ghesu, E Gibson, S Grbic, B Georgescu, ... IEEE Transactions on Medical Imaging 40 (1), 335-345, 2020 | 50 | 2020 |
| Towards intelligent robust detection of anatomical structures in incomplete volumetric data FC Ghesu, B Georgescu, S Grbic, A Maier, J Hornegger, D Comaniciu Medical image analysis 48, 203-213, 2018 | 50 | 2018 |
| Deep learning based bone removal in computed tomography angiography M Chen, TS Kim, J Kretschmer, S Seifert, SK Zhou, M Schöbinger, D Liu, ... US Patent 10,582,907, 2020 | 48 | 2020 |
| Robust multi-scale anatomical landmark detection in incomplete 3D-CT data FC Ghesu, B Georgescu, S Grbic, AK Maier, J Hornegger, D Comaniciu Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 47 | 2017 |
| Methods and systems for classification and assessment using machine learning S Grbic, AB Shah, G Soza, P Hoelzer, E Eibenberger, S Grosskopf, ... US Patent App. 15/821,883, 2019 | 44 | 2019 |
