Mathias Unberath
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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
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
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
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
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
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
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
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
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
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
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
Dense depth estimation in monocular endoscopy with self-supervised learning methods
X Liu, A Sinha, M Ishii, GD Hager, A Reiter, RH Taylor, M Unberath
IEEE transactions on medical imaging 39 (5), 1438-1447, 2019
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
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
Consistency‐based respiratory motion estimation in rotational angiography
M Unberath, A Aichert, S Achenbach, A Maier
Medical physics 44 (9), e113-e124, 2017
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
Revisiting stereo depth estimation from a sequence-to-sequence perspective with transformers
Z Li, X Liu, N Drenkow, A Ding, FX Creighton, RH Taylor, M Unberath
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
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
Detecting anatomical landmarks for motion estimation in weight-bearing imaging of knees
B Bier, K Aschoff, C Syben, M Unberath, M Levenston, G Gold, R Fahrig, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2018
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
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