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Dominik Neumann
Dominik Neumann
PhD, Siemens Healthineers
Zweryfikowany adres z siemens-healthineers.com
Tytuł
Cytowane przez
Cytowane przez
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An artificial agent for anatomical landmark detection in medical images
FC Ghesu, B Georgescu, T Mansi, D Neumann, J Hornegger, ...
Medical Image Computing and Computer-Assisted Intervention-MICCAI 2016: 19th …, 2016
1942016
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
1272017
Intelligent medical image landmark detection
FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ...
US Patent 9,569,736, 2017
992017
Towards personalized cardiology: multi-scale modeling of the failing heart
E Kayvanpour, T Mansi, F Sedaghat-Hamedani, A Amr, D Neumann, ...
PLoS One 10 (7), e0134869, 2015
922015
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals
O Zettinig, T Mansi, D Neumann, B Georgescu, S Rapaka, P Seegerer, ...
Medical Image Analysis 18 (8), 1361-1376, 2014
592014
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
572022
Real-time RGB-D mapping and 3-D modeling on the GPU using the random ball cover data structure
D Neumann, F Lugauer, S Bauer, J Wasza, J Hornegger
Computer Vision Workshops (ICCV Workshops), 2011 IEEE International …, 2011
532011
Artificial intelligence-based fully automated per lobe segmentation and emphysema-quantification based on chest computed tomography compared with global initiative for chronic …
AM Fischer, A Varga-Szemes, SS Martin, JI Sperl, P Sahbaee, ...
Journal of Thoracic Imaging 35, S28-S34, 2020
492020
A self-taught artificial agent for multi-physics computational model personalization
D Neumann, T Mansi, L Itu, B Georgescu, E Kayvanpour, ...
Medical image analysis 34, 52-64, 2016
302016
Robust image-based estimation of cardiac tissue parameters and their uncertainty from noisy data
D Neumann, T Mansi, B Georgescu, A Kamen, E Kayvanpour, A Amr, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
302014
Method and system for advanced transcatheter aortic valve implantation planning
S Grbic, R Ionasec, T Mansi, I Voigt, D Neumann, J Krebs, C Schwemmer, ...
US Patent 9,931,790, 2018
282018
Physiology-driven decision support for therapy planning
D Neumann, T Mansi, T Passerini, V Mihalef, O Pauly, B Georgescu, ...
US Patent App. 14/851,552, 2017
272017
Patient‐specific requirements and clinical validation of MRI‐based pressure mapping: A two‐center study in patients with aortic coarctation
L Goubergrits, F Hellmeier, D Neumann, V Mihalef, MA Gulsun, M Chinali, ...
Journal of Magnetic Resonance Imaging 49 (1), 81-89, 2019
262019
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography
S Grbic, TF Easley, T Mansi, CH Bloodworth, EL Pierce, I Voigt, ...
Medical image analysis 35, 238-249, 2017
212017
Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy
P Mewes, D Neumann, O Licegevic, J Simon, A Juloski, E Angelopoulou
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011, 141-148, 2011
212011
Intelligent medical image landmark detection
FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ...
US Patent 10,096,107, 2018
192018
Method and system for image-based estimation of multi-physics parameters and their uncertainty for patient-specific simulation of organ function
D Neumann, T Mansi, B Georgescu, A Kamen, D Comaniciu
US Patent 10,496,729, 2019
182019
Personalized whole-body circulation in medical imaging
T Mansi, L Itu, V Mihalef, D Neumann, T Passerini, P Sharma, ...
US Patent App. 14/973,345, 2016
142016
Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery
D Neumann, S Grbic, M John, N Navab, J Hornegger, R Ionasec
Transactions on Medical Imaging 34 (1), 49-60, 2015
142015
Intelligent multi-scale medical image landmark detection
B Georgescu, FC Ghesu, Y Zheng, D Neumann, T Mansi, D Comaniciu, ...
US Patent 10,643,105, 2020
112020
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