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Author

Dominik Neumann

Observed names: D. Neumann, Neumann, Dominik
ORCID: 0000-0003-2494-5124
Observed ORCID: 0000-0003-2494-5124
OpenAlex ID: A5102875165
An Artificial Agent for Anatomical Landmark Detection in Medical Images
2016 · Florin C. Ghesu, Bogdan Georgescu, et al. · Lecture notes in computer science · 162
Contrastive self-supervised learning from 100 million medical images with optional supervision
2022 · Florin C. Ghesu, Bogdan Georgescu, et al. · Journal of medical imaging · 118
Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart
2015 · Elham Kayvanpour, Tommaso Mansi, et al. · PLoS ONE · 90
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Artificial Intelligence-based Fully Automated Per Lobe Segmentation and Emphysema-quantification Based on Chest Computed Tomography Compared With Global Initiative for Chronic Obstructive Lung Disease Severity of Smokers
2020 · Andreas M. Fischer, Akos Varga-Szemes, et al. · Journal of Thoracic Imaging · 64
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals
2014 · Oliver Zettinig, Tommaso Mansi, et al. · Medical Image Analysis · 56
Real-time RGB-D mapping and 3-D modeling on the GPU using the random ball cover data structure
2011 · Dominik Neumann, Felix Lugauer, et al. · IEEE International Conference on Computer Vision Workshops · 36
A self-taught artificial agent for multi-physics computational model personalization
2016 · Dominik Neumann, Tommaso Mansi, et al. · Medical Image Analysis · 35
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Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data
2014 · Dominik Neumann, Tommaso Mansi, et al. · Lecture notes in computer science · 25
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Automated quantification of airway wall thickness on chest CT using retina U-Nets – Performance evaluation and application to a large cohort of chest CTs of COPD patients
2022 · Thomas Weikert, Liene Friebe, et al. · European Journal of Radiology · 19
Patient‐specific requirements and clinical validation of MRI‐based pressure mapping: A two‐center study in patients with aortic coarctation
2018 · Leonid Goubergrits, Florian Hellmeier, et al. · Journal of Magnetic Resonance Imaging · 19
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography
2016 · Sasa Grbic, Thomas F. Easley, et al. · Medical Image Analysis · 19
Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy
2011 · Philip W. Mewes, Dominik Neumann, et al. · Lecture notes in computer science · 13
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Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery
2014 · Dominik Neumann, Sasa Grbic, et al. · IEEE Transactions on Medical Imaging · 11
Automatic image-to-model framework for patient-specific electromechanical modeling of the heart
2014 · Dominik Neumann, Tommaso Mansi, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 10
Vito – A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling
2015 · Dominik Neumann, Tommaso Mansi, et al. · Lecture notes in computer science · 8
Ultrasound
2018 · Dominik Neumann, Eva Kollorz · Lecture notes in computer science · 7
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Non-invasive assessment of patient-specific aortic haemodynamics from four-dimensional flow MRI data
2017 · Lucian Itu, Dominik Neumann, et al. · Interface Focus · 7
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study
2015 · Roch Molléro, Dominik Neumann, et al. · Lecture notes in computer science · 7
Personalized Computer Simulation of Diastolic Function in Heart Failure
2016 · Ali Amr, Elham Kayvanpour, et al. · Genomics Proteomics & Bioinformatics · 6
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Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images
2014 · Philipp Seegerer, Tommaso Mansi, et al. · Lecture notes in computer science · 6
Machine learning methods for robust parameter estimation
2019 · Dominik Neumann, Tommaso Mansi · Elsevier eBooks · 4
Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models
2014 · Sasa Grbic, Thomas F. Easley, et al. · Lecture notes in computer science · 4
Real-Time RGB-D Mapping and 3-D Modeling on the GPU Using the Random Ball Cover
2012 · Sebastian Bauer, Jakob Wasza, et al. · Springer eBooks · 4
Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models
2014 · Dominik Neumann, Sasa Grbic, et al. · Lecture notes in computer science · 3
On-the-fly detection of images with gastritis aspects in magnetically guided capsule endoscopy
2011 · P. W. Mewes, D. Neumann, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2
Works count: 36
Citation count: 737
H-index: 12
I10-index: 14
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