Dominik Neumann
Erlangen, BY 91052, Germany
Last Updated: 09/26/2026
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Found 14 publications
Contrastive self-supervised learning from 100 million medical images with optional supervision.
Journal: Journal of medical imaging (Bellingham, Wash.)
Published: May 25, 2022
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.
Journal: European journal of radiology
Published: May 22, 2022
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.
Journal: Journal of thoracic imaging
Published: April 03, 2020
Patient-specific requirements and clinical validation of MRI-based pressure mapping: A two-center study in patients with aortic coarctation.
Journal: Journal of magnetic resonance imaging : JMRI
Published: March 03, 2018
Non-invasive assessment of patient-specific aortic haemodynamics from four-dimensional flow MRI data.
Journal: Interface focus
Published: December 30, 2017
Personalized Computer Simulation of Diastolic Function in Heart Failure.
Journal: Genomics, proteomics & bioinformatics
Published: February 29, 2016
A self-taught artificial agent for multi-physics computational model personalization.
Journal: Medical image analysis
Published: January 19, 2016
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography.
Journal: Medical image analysis
Published: July 01, 2015
Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart.
Journal: PloS one
Published: February 14, 2015
Robust image-based estimation of cardiac tissue parameters and their uncertainty from noisy data.
Journal: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
Published: December 09, 2014
Probabilistic sparse matching for robust 3D/3D fusion in minimally invasive surgery.
Journal: IEEE transactions on medical imaging
Published: August 06, 2014
Robust model-based 3d/3D fusion using sparse matching for minimally invasive surgery.
Journal: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
Published: February 08, 2014
Last Updated: 09/26/2026