Dominik Neumann

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 9

Top Topics

Computational Models

Minimally Invasive

Top Venues

Medical Image Anal.

Publications

Dominik Neumann, Nancy Rhodes
Morality in social media: A scoping review. New Media Soc. 26 (2) (2024)
Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. CoRR (2024)
Dominik Neumann, Patricia T. Huddleston, Bridget K. Behe
Fear of Missing Out as motivation to process information: How differences in Instagram use affect attitude formation online. New Media Soc. 25 (1) (2023)
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
Self-supervised Learning from 100 Million Medical Images. CoRR (2022)
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
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography. Medical Image Anal. 35 (2017)
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
A self-taught artificial agent for multi-physics computational model personalization. Medical Image Anal. 34 (2016)
Florin C. Ghesu, Bogdan Georgescu, Tommaso Mansi, Dominik Neumann, Joachim Hornegger, Dorin Comaniciu
An Artificial Agent for Anatomical Landmark Detection in Medical Images. MICCAI (3) (2016)
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
Personalized Computer Simulation of Diastolic Function in Heart Failure. Genom. Proteom. Bioinform. 14 (4) (2016)
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
A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization. CoRR (2016)
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
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH (2015)
Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec
Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery. IEEE Trans. Medical Imaging 34 (1) (2015)
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
Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. MICCAI (2) (2015)
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
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. Medical Image Anal. 18 (8) (2014)
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
Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. ISBI (2014)
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
Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. STACOM (2014)
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
Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. MICCAI (2) (2014)
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
Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models. STACOM (2014)
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
Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models. STACOM (2013)
Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec
Robust Model-Based 3D/3D Fusion Using Sparse Matching for Minimally Invasive Surgery. MICCAI (1) (2013)
Philip W. Mewes, Dominik Neumann, Aleksandar Lj. Juloski, Elli Angelopoulou, Joachim Hornegger
On-the-fly detection of images with gastritis aspects in magnetically guided capsule endoscopy. Medical Imaging: Computer-Aided Diagnosis (2011)
Philip Walter Mewes, Dominik Neumann, Oleg Licegevic, Johannes Simon, Aleksandar Lj. Juloski, Elli Angelopoulou
Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy. MICCAI (3) (2011)
Dominik Neumann, Felix Lugauer, Sebastian Bauer, Jakob Wasza, Joachim Hornegger
Real-time RGB-D mapping and 3-D modeling on the GPU using the random ball cover data structure. ICCV Workshops (2011)