Deep learning computed tomography: Learning projection-domain weights from image domain in limited angle problems T Würfl, M Hoffmann, V Christlein, K Breininger, Y Huang, M Unberath, ... IEEE transactions on medical imaging 37 (6), 1454-1463, 2018 | 103 | 2018 |
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery B Bier*, M Unberath*, JN Zaech, J Fotouhi, M Armand, G Osgood, ... International Conference on Medical Image Computing and Computer Assisted …, 2018 | 53 | 2018 |
Marker‐free motion correction in weight‐bearing cone‐beam CT of the knee joint M Berger, K Müller, A Aichert, M Unberath, J Thies, JH Choi, R Fahrig, ... Medical physics 43 (3), 1235-1248, 2016 | 50 | 2016 |
A County-level Dataset for Informing the United States' Response to COVID-19 BD Killeen, JY Wu, K Shah, A Zapaishchykova, P Nikutta, A Tamhane, ... arXiv preprint arXiv:2004.00756, 2020 | 43 | 2020 |
DeepDRR - A Catalyst for Machine Learning in Fluoroscopy-guided Procedures M Unberath*, JN Zaech*, SC Lee, B Bier, J Fotouhi, M Armand, N Navab International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 37 | 2018 |
Artificial intelligence to diagnose ischemic stroke and identify large vessel occlusions: a systematic review NM Murray, M Unberath, GD Hager, FK Hui Journal of neurointerventional surgery 12 (2), 156-164, 2020 | 34 | 2020 |
On-the-fly augmented reality for orthopedic surgery using a multimodal fiducial S Andress*, A Johnson*, M Unberath*, AF Winkler*, K Yu, J Fotouhi, ... Journal of Medical Imaging 5 (2), 021209, 2018 | 33 | 2018 |
Image guided percutaneous spine procedures using an optical see-through head mounted display: proof of concept and rationale G Deib, A Johnson, M Unberath, K Yu, S Andress, L Qian, G Osgood, ... Journal of neurointerventional surgery 10 (12), 1187-1191, 2018 | 32 | 2018 |
Cai4cai: the rise of contextual artificial intelligence in computer-assisted interventions T Vercauteren, M Unberath, N Padoy, N Navab Proceedings of the IEEE 108 (1), 198-214, 2019 | 31 | 2019 |
Plan in 2-D, execute in 3-D: an augmented reality solution for cup placement in total hip arthroplasty J Fotouhi, CP Alexander, M Unberath, G Taylor, SC Lee, B Fuerst, ... Journal of Medical Imaging 5 (2), 021205, 2018 | 30 | 2018 |
Self-supervised learning for dense depth estimation in monocular endoscopy X Liu, A Sinha, M Unberath, M Ishii, GD Hager, RH Taylor, A Reiter OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018 | 25 | 2018 |
Closing the Calibration Loop: An Inside-out-tracking Paradigm for Augmented Reality in Orthopedic Surgery J Hajek*, M Unberath*, J Fotouhi*, B Bier, SC Lee, G Osgood, A Maier, ... International Conference on Medical Image Computing and Computer Assisted …, 2018 | 24 | 2018 |
Consistency‐based respiratory motion estimation in rotational angiography M Unberath, A Aichert, S Achenbach, A Maier Medical physics 44 (9), e113-e124, 2017 | 24 | 2017 |
Enabling machine learning in X-ray-based procedures via realistic simulation of image formation M Unberath, JN Zaech, C Gao, B Bier, F Goldmann, SC Lee, J Fotouhi, ... International journal of computer assisted radiology and surgery 14 (9 …, 2019 | 22 | 2019 |
Motion compensation for cone-beam CT using Fourier consistency conditions M Berger, Y Xia, W Aichinger, K Mentl, M Unberath, A Aichert, C Riess, ... Physics in Medicine & Biology 62 (17), 7181, 2017 | 21 | 2017 |
Virtual single-frame subtraction imaging M Unberath, A Aichert, S Achenbach, A Maier Proc. Int. Conf. Image Form X-Ray CT, 89-92, 2016 | 19 | 2016 |
Augmented reality-based feedback for technician-in-the-loop C-arm repositioning M Unberath, J Fotouhi, J Hajek, A Maier, G Osgood, R Taylor, M Armand, ... Healthcare technology letters 5 (5), 143-147, 2018 | 17 | 2018 |
UI-net: Interactive artificial neural networks for iterative image segmentation based on a user model M Amrehn, S Gaube, M Unberath, F Schebesch, T Horz, M Strumia, ... arXiv preprint arXiv:1709.03450, 2017 | 17 | 2017 |
Image-based Compensation for Involuntary Motion in Weight-bearing C-arm Cone-beam CT Scanning of Knees M Unberath, JH Choi, M Berger, A Maier, R Fahrig SPIE Medical Imaging 9413, 2015 | 17 | 2015 |
Towards clinical translation of augmented orthopedic surgery: from pre-op CT to intra-op x-ray via RGBD sensing E Tucker, J Fotouhi, M Unberath, SC Lee, B Fuerst, A Johnson, M Armand, ... Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and …, 2018 | 15 | 2018 |