Dominik Neumann

Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart

Elham Kayvanpour, Tommaso Mansi, Farbod Sedaghat‐Hamedani et al. · PLoS ONE · 2015 · 89 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17

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

Andreas Fischer, Ákos Varga‐Szemes, Simon S. Martin et al. · Journal of Thoracic Imaging · 2020 · 60 citations

Medicine, Clinical Sciences, Health Informatics +17

Contrastive self-supervised learning from 100 million medical images with optional supervision

Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor et al. · Journal of Medical Imaging · 2022 · 57 citations · Full text

Computing, Computer Science, Radiology +17

Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals

Oliver Zettinig, Tommaso Mansi, Dominik Neumann et al. · Medical Image Analysis · 2014 · 51 citations

Engineering, Biomedical Engineering, Electrical Engineering +16

Real-time RGB-D mapping and 3-D modeling on the GPU using the random ball cover data structure

Dominik Neumann, Felix Lugauer, Sebastian Bauer et al. · 2011 · 37 citations

Computing, Computer Science, High-performance Computing +17