Dominik Neumann

According to our database, Dominik Neumann authored at least 23 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Morality in social media: A scoping review.

Dominik Neumann, Nancy Rhodes

New Media Soc., February, 2024

2023

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., January, 2023

2022

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

2019

Robust Personalization of Cardiac Computational Models (Robuste Personalisierung von rechnergestützten Herzmodellen)

Dominik Neumann

PhD thesis, 2019

2018

Ultrasound.

Dominik Neumann, Eva N. K. Kollorz

Proceedings of the Medical Imaging Systems - An Introductory Guide, 2018

2017

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

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, Dorin Comaniciu

Medical Image Anal., 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, Maximilian Würstle, Tommaso Mansi, Hugo A. Katus, Benjamin Meder

Genom. Proteom. Bioinform., 2016

An Artificial Agent for Anatomical Landmark Detection in Medical Images.

Florin C. Ghesu, Bogdan Georgescu, Tommaso Mansi, Dominik Neumann, Joachim Hornegger, Dorin Comaniciu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery.

Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec

IEEE Trans. Medical Imaging, 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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

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, Tommaso Mansi

Proceedings of the Functional Imaging and Modeling of the Heart, 2015

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, Benjamin Meder, Nassir Navab, Ali Kamen, Dorin Comaniciu

Medical Image Anal., 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, Dorin Comaniciu

Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 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

Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

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, Ali Kamen, Dorin Comaniciu

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Real-Time RGB-D Mapping and 3-D Modeling on the GPU Using the Random Ball Cover.

Sebastian Bauer, Jakob Wasza, Felix Lugauer, Dominik Neumann, Joachim Hornegger

Proceedings of the Consumer Depth Cameras for Computer Vision, 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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Robust Model-Based 3D/3D Fusion Using Sparse Matching for Minimally Invasive Surgery.

Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 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

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

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, Jakob Wasza, Joachim Hornegger

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011