Dominik Neumann

28 papers Journal 12Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Unbalanced optimal transport for robust longitudinal lesion evolution with registration-aware and appearance-guided priors. CoRR Melika Qahqaie, Dominik Neumann, Tobias Heimann, Andreas K. Maier, Veronika A. Zimmer
2025	J	`jnl`	A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features. CoRR Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu
2024	—	`conf`	A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. MICCAI (6) Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu
2024	J	`jnl`	Morality in social media: A scoping review. New Media Soc. Dominik Neumann, Nancy Rhodes
2024	J	`jnl`	Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. CoRR Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu
2023	J	`jnl`	Fear of Missing Out as motivation to process information: How differences in Instagram use affect attitude formation online. New Media Soc. Dominik Neumann, Patricia T. Huddleston, Bridget K. Behe
2022	J	`jnl`	Self-supervised Learning from 100 Million Medical Images. CoRR 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
2019	—	`—`	Robust Personalization of Cardiac Computational Models (Robuste Personalisierung von rechnergestützten Herzmodellen) Dominik Neumann
2018	—	`ch.`	Ultrasound. Medical Imaging Systems Dominik Neumann, Eva N. K. Kollorz
2017	J	`jnl`	Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography. Medical Image Anal. 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
2016	J	`jnl`	A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization. CoRR 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
2016	J	`jnl`	A self-taught artificial agent for multi-physics computational model personalization. Medical Image Anal. 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
2016	—	`conf`	An Artificial Agent for Anatomical Landmark Detection in Medical Images. MICCAI (3) Florin C. Ghesu, Bogdan Georgescu, Tommaso Mansi, Dominik Neumann, Joachim Hornegger, Dorin Comaniciu
2016	J	`jnl`	Personalized Computer Simulation of Diastolic Function in Heart Failure. Genom. Proteom. Bioinform. 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
2015	J	`jnl`	Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery. IEEE Trans. Medical Imaging Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec
2015	—	`conf`	Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH 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
2015	—	`conf`	Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. MICCAI (2) 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
2014	—	`conf`	Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. ISBI 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
2014	J	`jnl`	Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. Medical Image Anal. 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
2014	—	`conf`	Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. STACOM 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
2014	—	`conf`	Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models. STACOM 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
2014	—	`conf`	Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. MICCAI (2) 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
2013	—	`conf`	Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models. STACOM 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
2013	—	`ch.`	Real-Time RGB-D Mapping and 3-D Modeling on the GPU Using the Random Ball Cover. Consumer Depth Cameras for Computer Vision Sebastian Bauer, Jakob Wasza, Felix Lugauer, Dominik Neumann, Joachim Hornegger
2013	—	`conf`	Robust Model-Based 3D/3D Fusion Using Sparse Matching for Minimally Invasive Surgery. MICCAI (1) Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec
2011	—	`conf`	Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy. MICCAI (3) Philip Walter Mewes, Dominik Neumann, Oleg Licegevic, Johannes Simon, Aleksandar Lj. Juloski, Elli Angelopoulou
2011	—	`conf`	On-the-fly detection of images with gastritis aspects in magnetically guided capsule endoscopy. Computer-Aided Diagnosis Philip W. Mewes, Dominik Neumann, Aleksandar Lj. Juloski, Elli Angelopoulou, Joachim Hornegger
2011	—	`conf`	Real-time RGB-D mapping and 3-D modeling on the GPU using the random ball cover data structure. ICCV Workshops Dominik Neumann, Felix Lugauer, Sebastian Bauer, Jakob Wasza, Joachim Hornegger