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 001; Jakob Wasza; Joachim Hornegger (ICCV Workshops, 2011)

On-the-fly detection of images with gastritis aspects in magnetically guided capsule endoscopy. - Philip W. Mewes; Dominik Neumann; Aleksandar Lj. Juloski; Elli Angelopoulou; Joachim Hornegger (Computer-Aided Diagnosis, 2011)

Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy. - Philip Walter Mewes; Dominik Neumann; Oleg Licegevic; Johannes Simon; Aleksandar Lj. Juloski; Elli Angelopoulou (MICCAI (3), 2011)

Robust Model-Based 3D/3D Fusion Using Sparse Matching for Minimally Invasive Surgery. - Dominik Neumann; Sasa Grbic; Matthias John 001; Nassir Navab; Joachim Hornegger; Razvan Ioan Ionasec (MICCAI (1), 2013)

Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models. - Dominik Neumann; Sasa Grbic; Tommaso Mansi; Ingmar Voigt; Jean Pierre Rabbah; Andrew W. Siefert; Neelakantan Saikrishnan; Ajit P. Yoganathan; David D. Yuh; Razvan Ioan Ionasec (STACOM, 2013)

Real-Time RGB-D Mapping and 3-D Modeling on the GPU Using the Random Ball Cover. - Sebastian Bauer 001; Jakob Wasza; Felix Lugauer; Dominik Neumann; Joachim Hornegger (Consumer Depth Cameras for Computer Vision, 2013)

Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. - Dominik Neumann; Tommaso Mansi; Sasa Grbic; Ingmar Voigt; Bogdan Georgescu; Elham Kayvanpour; Ali Amr; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; Joachim Hornegger; et al. (ISBI, 2014)

Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models. - Sasa Grbic; Thomas F. Easley; Tommaso Mansi; Charles H. Bloodworth; Eric L. Pierce; Ingmar Voigt; Dominik Neumann; Julian Krebs; David D. Yuh; Morten O. Jensen; Dorin Comaniciu; Ajit P. Yoganathan (STACOM, 2014)

Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. - Dominik Neumann; Tommaso Mansi; Bogdan Georgescu; Ali Kamen; Elham Kayvanpour; Ali Amr; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; Joachim Hornegger; Dorin Comaniciu (MICCAI (2), 2014)

Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. - Philipp Seegerer; Tommaso Mansi; Marie-Pierre Jolly; Dominik Neumann; Bogdan Georgescu; Ali Kamen; Elham Kayvanpour; Ali Amr; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; et al. (STACOM, 2014)

Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. - Oliver Zettinig; Tommaso Mansi; Dominik Neumann; Bogdan Georgescu; Saikiran Rapaka; Philipp Seegerer; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Ali Amr; Jan Haas; Henning Steen; Hugo A. Katus; et al. (Medical Image Anal., 2014)

Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. - Roch Molléro; Dominik Neumann; Marc-Michel Rohé; Manasi Datar; Hervé Lombaert; Nicholas Ayache; Dorin Comaniciu; Olivier Ecabert; Marcello Chinali; Gabriele Rinelli; Xavier Pennec; Maxime Sermesant; et al. (FIMH, 2015)

Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. - Dominik Neumann; Tommaso Mansi; Lucian Mihai Itu; Bogdan Georgescu; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Jan Haas; Hugo A. Katus; Benjamin Meder; Stefan Steidl; Joachim Hornegger; Dorin Comaniciu (MICCAI (2), 2015)

Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery. - Dominik Neumann; Sasa Grbic; Matthias John 001; Nassir Navab; Joachim Hornegger; Razvan Ioan Ionasec (IEEE Trans. Medical Imaging, 2015)

An Artificial Agent for Anatomical Landmark Detection in Medical Images. - Florin C. Ghesu; Bogdan Georgescu; Tommaso Mansi; Dominik Neumann; Joachim Hornegger; Dorin Comaniciu (MICCAI (3), 2016)

Personalized Computer Simulation of Diastolic Function in Heart Failure. - Ali Amr; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Tiziano Passerini; Viorel Mihalef; Alan Lai; Dominik Neumann; Bogdan Georgescu; Sebastian Buss; Derliz Mereles; Edgar Zitron; Andreas E. Posch; et al. (Genom. Proteom. Bioinform., 2016)

A self-taught artificial agent for multi-physics computational model personalization. - Dominik Neumann; Tommaso Mansi; Lucian Mihai Itu; Bogdan Georgescu; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Ali Amr; Jan Haas; Hugo A. Katus; Benjamin Meder; Stefan Steidl; Joachim Hornegger; et al. (Medical Image Anal., 2016)

Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography. - Sasa Grbic; Thomas F. Easley; Tommaso Mansi; Charles H. Bloodworth; Eric L. Pierce; Ingmar Voigt; Dominik Neumann; Julian Krebs; David D. Yuh; Morten O. Jensen; Dorin Comaniciu; Ajit P. Yoganathan (Medical Image Anal., 2017)

Ultrasound. - Dominik Neumann; Eva N. K. Kollorz (Medical Imaging Systems, 2018)

Robust Personalization of Cardiac Computational Models (Robuste Personalisierung von rechnergestützten Herzmodellen) - Dominik Neumann (2019)

Self-supervised Learning from 100 Million Medical Images. - Florin C. Ghesu; Bogdan Georgescu; Awais Mansoor; Youngjin Yoo; Dominik Neumann; Pragneshkumar Patel; R. S. Vishwanath; James M. Balter; Yue Cao; Sasa Grbic; Dorin Comaniciu (CoRR, 2022)

Fear of Missing Out as motivation to process information: How differences in Instagram use affect attitude formation online. - Dominik Neumann; Patricia T. Huddleston; Bridget K. Behe (New Media Soc., 2023)

A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. - Saahil Islam; Venkatesh N. Murthy; Dominik Neumann; Serkan Çimen; Puneet Sharma; Andreas K. Maier; Dorin Comaniciu; Florin C. Ghesu (MICCAI (6), 2024)

Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. - Saahil Islam; Venkatesh N. Murthy; Dominik Neumann; Badhan Kumar Das; Puneet Sharma; Andreas K. Maier; Dorin Comaniciu; Florin C. Ghesu (CoRR, 2024)

Morality in social media: A scoping review. - Dominik Neumann; Nancy Rhodes (New Media Soc., 2024)