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Sasa Grbic
Sasa Grbic
Siemens Healthineers, Medical Imaging Technologies
Verified email at siemens.com
Title
Cited by
Cited by
Year
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
3222017
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
2962017
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
2552017
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
2212019
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
1922017
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
1902014
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
1732018
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
1652020
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
1072012
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
992020
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
672022
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
592018
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
552021
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
542017
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
532019
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
502018
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
482020
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
462017
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
452020
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
432019
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