Dominik Neumann
Dominik Neumann
PhD, Siemens Healthineers
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
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
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
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
Intelligent medical image landmark detection
FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ...
US Patent 9,569,736, 2017
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
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
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
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, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2014
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
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
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
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
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
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
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
Systems and methods for estimating physiological heart measurements from medical images and clinical data
D Neumann, T Mansi, S Grbic, B Georgescu, A Kamen, D Comaniciu, ...
US Patent 10,733,910, 2020
Vito–a generic agent for multi-physics model personalization: Application to heart modeling
D Neumann, T Mansi, L Itu, B Georgescu, E Kayvanpour, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2015
Automatic Image-to-Model Framework for Patient-specific Electromechanical Modeling of the Heart
D Neumann, T Mansi, S Grbic, I Voigt, B Georgescu, E Kayvanpour, A Amr, ...
International Symposium on Biomedical Imaging (ISBI), 2014
Intelligent medical image landmark detection
FC Ghesu, B Georgescu, D Neumann, T Mansi, D Comaniciu, W Liu, ...
US Patent 10,096,107, 2018
Propagation of myocardial fibre architecture uncertainty on electromechanical model parameter estimation: a case study
R Molléro, D Neumann, MM Rohé, M Datar, H Lombaert, N Ayache, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2015
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