| Deep learning for medical image analysis SK Zhou, H Greenspan, D Shen Academic Press, 2017 | 169 | 2017 |
| Deep learning computed tomography T Würfl, FC Ghesu, V Christlein, A Maier International conference on medical image computing and computer-assisted …, 2016 | 130* | 2016 |
| 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 | 117 | 2017 |
| An artificial agent for anatomical landmark detection in medical images FC Ghesu, B Georgescu, T Mansi, D Neumann, J Hornegger, ... International conference on medical image computing and computer-assisted …, 2016 | 108 | 2016 |
| Marginal space deep learning: efficient architecture for volumetric image parsing FC Ghesu, E Krubasik, B Georgescu, V Singh, Y Zheng, J Hornegger, ... IEEE transactions on medical imaging 35 (5), 1217-1228, 2016 | 104 | 2016 |
| Robust non-rigid registration through agent-based action learning J Krebs, T Mansi, H Delingette, L Zhang, FC Ghesu, S Miao, AK Maier, ... International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 99 | 2017 |
| Method and system for anatomical object detection using marginal space deep neural networks B Georgescu, Y Zheng, H Nguyen, VK Singh, D Comaniciu, D Liu US Patent 9,730,643, 2017 | 72 | 2017 |
| 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 | 60 | 2017 |
| Method and system for anatomical object detection using marginal space deep neural networks B Georgescu, Y Zheng, H Nguyen, VK Singh, D Comaniciu, D Liu US Patent 9,668,699, 2017 | 59 | 2017 |
| Intelligent multi-scale medical image landmark detection B Georgescu, FC Ghesu, Y Zheng, D Neumann, T Mansi, D Comaniciu, ... US Patent 9,792,531, 2017 | 27 | 2017 |
| Marginal space deep learning: Efficient architecture for detection in volumetric image data FC Ghesu, B Georgescu, Y Zheng, J Hornegger, D Comaniciu International Conference on Medical Image Computing and Computer-Assisted …, 2015 | 24 | 2015 |
| Robust multi-scale anatomical landmark detection in incomplete 3D-CT data FC Ghesu, B Georgescu, S Grbic, AK Maier, J Hornegger, D Comaniciu International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 21 | 2017 |
| Intelligent medical image landmark detection FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ... US Patent 9,569,736, 2017 | 19 | 2017 |
| 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 | 16 | 2018 |
| Quantifying and leveraging classification uncertainty for chest radiograph assessment FC Ghesu, B Georgescu, E Gibson, S Guendel, MK Kalra, R Singh, ... International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 15 | 2019 |
| Multi-task learning for chest x-ray abnormality classification on noisy labels S Guendel, FC Ghesu, S Grbic, E Gibson, B Georgescu, A Maier, ... arXiv preprint arXiv:1905.06362, 2019 | 8 | 2019 |
| Multi-scale deep reinforcement machine learning for N-dimensional segmentation in medical imaging FC Ghesu, B Georgescu, D Comaniciu US Patent 10,032,281, 2018 | 6 | 2018 |
| Intelligent medical image landmark detection FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ... US Patent 10,096,107, 2018 | 5 | 2018 |
| Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder K Mentl, B Mailhé, FC Ghesu, F Schebesch, T Haderlein, A Maier, ... 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 5 | 2017 |
| Guided image super-resolution: A new technique for photogeometric super-resolution in hybrid 3-d range imaging FC Ghesu, T Köhler, S Haase, J Hornegger German Conference on Pattern Recognition, 227-238, 2014 | 5 | 2014 |
Dorin ComaniciuSiemens HealthcareVerified email at siemens.com
