Publications

2019 (1 Publications, Talks and Patents)

Dissertations

Neumann, Dominik

Robust Personalization of Cardiac Computational Models

(BiBTeX, Who cited this?)

2018 (2 Publications, Talks and Patents)

Monographs

Neumann, Dominik; Kollorz, Eva

Ultrasound

Springer Cham, 2018 (BiBTeX, Who cited this?)

Patents

Grbic, Sasa; Ionasec, Razvan; Mansi, Tommaso; Voigt, Ingmar; Neumann, Dominik; Krebs, Julian; Schwemmer, Chris; Schoebinger, Max; Houle, Helene; Comaniciu, Dorin

Method and system for advanced transcatheter aortic valve implantation planning

US 9,931,790 (BiBTeX, Who cited this?)

2017 (1 Publications, Talks and Patents)

Journal Articles

Grbic, Sasa; Easley, Thomas F.; Mansi, Tommaso; Bloodsworth, Charles; Pierce, Eric; Voigt, Ingmar; Neumann, Dominik; Krebs, Julian; Yuh, David; Jensen, Morten; Comaniciu, Dorin; Yoganathan, Ajit

Personalized Mitral Valve Closure Computation and Uncertainty Analysis from 3D Echocardiography

Medical Image Analysis, vol. 35, no. 1, pp. 238-249, 2017 (BiBTeX, Who cited this?)

2016 (3 Publications, Talks and Patents)

Journal Articles

Neumann, Dominik; Mansi, Tommaso; Itu, Lucian; Georgescu, Bogdan; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Amr, Ali; Haas, Jan; Katus, Hugo; Meder, Benjamin; Steidl, Stefan; Hornegger, Joachim; Comaniciu, Dorin

A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization

Medical Image Analysis, Special Issue on the 2015 Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 34, pp. 52-64, 2016 (BiBTeX, Who cited this?)

Amr, Ali; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Passerini, Tiziano; Mihalef, Viorel; Lai, Alan; Neumann, Dominik; Georgescu, Bogdan; Buss, Sebastian; Mereles, Derliz; Zitron, Edgar; Posch, Andreas; Würstle, Maximilian; Mansi, Tommaso; Katus, Hugo; Meder, Benjamin

Personalized Computer Simulation of Diastolic Function in Heart Failure

Genomics, Proteomics & Bioinformatics, vol. 14, no. 4, pp. 242-252, 2016 (BiBTeX, Who cited this?)

Patents

Neumann, Dominik; Mansi, Tommaso; Grbic, Sasa; Georgescu, Bogdan; Kamen, Ali; Comaniciu, Dorin; Voigt, Ingmar

Systems and methods for estimating physiological heart measurements from medical images and clinical data

US 14/915,478 (BiBTeX, Who cited this?)

2015 (5 Publications, Talks and Patents)

Journal Articles

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

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

IEEE Transactions on Medical Imaging (TMI), vol. 34, no. 1, pp. 49-60, 2015 (BiBTeX, Who cited this?)

Kayvanpour, Elham; Mansi, Tommaso; Sedaghat-Hamedani, Farbod; Amr, Ali; Neumann, Dominik; Georgescu, Bogdan; Seegerer, Philipp; Kamen, Ali; Haas, Jan; Frese, Karen S; Irawati, Maria; Wirsz, Emil; King, Vanessa; Buss, Sebastian; Mereles, Derliz; Zitron, Edgar; Keller, Andreas; Katus, Hugo A; Comaniciu, Dorin; Meder, Benjamin

Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart

PLoS ONE, vol. 10, no. 7, pp. e0134869, 2015 (BiBTeX, Who cited this?)

Articles in Conference Proceedings

Mollero, Roch; Neumann, Dominik; Rohe, Marc-Michel; Datar, Manasi; Lombaert, Herve; Ayache, Nicholas; Comaniciu, Dorin; Ecabert, Olivier; Chinali, Marcello; Rinelli, Gabriele; Pennec, Xavier; Sermesant, Maxime; Mansi, Tommaso

Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study

Functional Imaging and Modeling of the Heart (8th International Conference on Functional Imaging and Modeling of the Heart), Maastricht, 25.07.2015, pp. 448-456, 2015, ISBN 978-3-319-20308-9 (BiBTeX, Who cited this?)

Neumann, Dominik; Mansi, Tommaso; Itu, Lucian; Georgescu, Bogdan; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Steidl, Stefan; Hornegger, Joachim; Comaniciu, Dorin

Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 (18th International Conference on Medical Image Computing and Computer-Assisted Intervention), Munich, 06.09.2015, pp. 442-449, 2015 (BiBTeX, Who cited this?)

Talks

Neumann, Dominik

Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling (Talk)

at TUM (18th International Conference on Medical Image Computing and Computer-Assisted Intervention) in München (06.09)

2014 (7 Publications, Talks and Patents)

Journal Articles

Zettinig, Oliver; Mansi, Tommaso; Neumann, Dominik; Georgescu, Bogdan; Rapaka, Saikiran; Seegerer, Philipp; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Amr, Ali; Haas, Jan; Steen, Henning; Katus, Hugo; Meder, Benjamin; Navab, Nassir; Kamen, Ali; Comaniciu, Dorin

Data-Driven Estimation of Cardiac Electrical Diffusivity from 12-Lead ECG Signals

Medical Image Analysis, vol. 18, no. 8, pp. 1361-1376, 2014 (BiBTeX, Who cited this?)

Articles in Conference Proceedings

Neumann, Dominik; Mansi, Tommaso; Grbic, Sasa; Voigt, Ingmar; Georgescu, Bogdan; Kayvanpour, Elham; Amr, Ali; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Hornegger, Joachim; Kamen, Ali; Comaniciu, Dorin

Automatic Image-to-Model Framework for Patient-specific Electromechanical Modeling of the Heart

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), Beijing, China, 29.04.2014, pp. 935-938, 2014, ISBN 978-1-4673-1961-4 (BiBTeX, Who cited this?)

Neumann, Dominik; Mansi, Tommaso; Georgescu, Bogdan; Kamen, Ali; Kayvanpour, Elham; Amr, Ali; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Hornegger, Joachim; Comaniciu, Dorin

Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2014 (International Conference on Medical Image Computing and Computer-Assisted Intervention), Cambridge, MA, 09.2014, pp. 9-16, 2014 (BiBTeX, Who cited this?)

Seegerer, Philipp; Mansi, Tommaso; Jolly, Marie-Pierre; Neumann, Dominik; Georgescu, Bogdan; Kamen, Ali; Kayvanpour, Elham; Amr, Ali; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Comaniciu, Dorin

Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images

Proceedings of the 5th International STACOM Workshop (Statistical Atlases and Computational Modeling of the Heart (in conjunction with MICCAI)), Cambridge, MA, 18.09.2014, pp. 1-9, 2014 (BiBTeX, Who cited this?)

Grbic, Sasa; Easley, Thomas F; Mansi, Tommaso; Bloodworth, Charles H; Pierce, Eric L; Voigt, Ingmar; Neumann, Dominik; Krebs, Julian; Yuh, David D; Jensen, Morten O; Comaniciu, Dorin; Yoganathan, Ajit P

Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models

Proceedings of the 5th International STACOM Workshop (Statistical Atlases and Computational Modeling of the Heart (in conjunction with MICCAI)), Cambridge, MA, 18.09.2014, pp. 239-248, 2014 (BiBTeX, Who cited this?)

Talks

Neumann, Dominik

Automatic Image-to-Model Framework for Patient-specific Electromechanical Modeling of the Heart (Talk)

at IEEE (2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)) in Beijing, China (01.05)

Neumann, Dominik

Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data (Talk)

at Massachusetts Institute of Technology (International Conference on Medical Image Computing and Computer-Assisted Intervention) in Cambridge, MA (16.09)

2013 (5 Publications, Talks and Patents)

Monographs (article)

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

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

Consumer Depth Cameras for Computer Vision - Research Topics and Applications Advances in Computer Vision and Pattern Recognition, Springer London, UK, 2013, 27-48 (BiBTeX, Who cited this?)

Articles in Conference Proceedings

Neumann, Dominik; Grbic, Sasa; Mansi, Tommaso; Voigt, Ingmar; Rabbah, Jean-Pierre; Siefert, Andrew; Saikrishnan, Neelakantan; Yoganathan, Ajit; Yuh, David; Ionasec, Razvan

Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models

4th International Workshop on Statistical Atalses and Computational Models of the Heart (MICCAI STACOM Workshop), Nagoya, Japan, 26.09.2013, pp. n/a, 2013 (BiBTeX, Who cited this?)

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

Robust Model-based 3D/3D Fusion using Sparse Matching for Minimally Invasive Surgery

MICCAI 2013 (Proceedings of 16th International Conference on Medical Image Computing and Computer-Assisted Intervention), Nagoya, Japan, 22.-26.09.2013, pp. 171-178, 2013, ISBN 978-3-642-40810-6 (BiBTeX, Who cited this?)

Talks

Neumann, Dominik

Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models (Talk)

at Nagoya University (4th International Workshop on Statistical Atlases and Computational Models of the Heart (MICCAI STACOM Workshop)) in Nagoya, Japan (26.09)

Neumann, Dominik

Robust Model-based 3D/3D Fusion using Sparse Matching for Minimally Invasive Surgery (Talk)

at Nagoya University (16th International Conference on Medical Image Computing and Computer-Assisted Intevention (MICCAI)) in Nagoya, Japan (23.09)

2012 (2 Publications, Talks and Patents)

Journal Articles

Neumann, Helmut; Mewes, Philip; Foertsch, Stefan; Neumann, Dominik; Waldner, Maximilian; Atreya, Raja; Vieth, Michael; Neurath, Markus F.

Entwicklung und Evaluation eines neuen Computer assistierten Algorithmus für die automatische Bestimmung der Entzündungsaktivität bei Patienten mit chronisch entzündlichen Darmerkrankungen mittels konfokaler Laser Endomikroskopie

Zeitschrift für Gastroenterologie, vol. 49, no. 8, pp. P081, 2012 (BiBTeX, Who cited this?)

Neumann, Helmut; Mewes, Philip; Foertsch, Stefan; Neumann, Dominik; Waldner, Maximilian; Vieth, Michael; Neurath, Markus F.

A new computed assisted algorithm allows automatic evaluation of inflammatory activity in inflammatory bowel disease (IBD) using confocal laser endomicroscopy (CLE)

Journal of Crohn's and Colitis, vol. 6, pp. S58, 2012 (BiBTeX, Who cited this?)

2011 (4 Publications, Talks and Patents)

Articles in Conference Proceedings

Mewes, Philip; Neumann, Dominik; Licegevic, Oleg; Simon, Johannes; Juloski, Aleksandar Lj.; Angelopoulou, Elli

Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy

Lecture Notes in Computer Science ((MICCAI) Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011), Toronto, Canada, 18-22.09.2011, vol. 6893, pp. 137-144, 2011, ISBN 978-3-642-23622-8 (BiBTeX, Who cited this?)

Mewes, Philip; Neumann, Dominik; Juloski, Aleksandar Lj.; Angelopoulou, Elli; Hornegger, Joachim

On-the-fly detection of images with gastritis aspects in magnetically guided capsule endoscopy

Proceedings of SPIE Medical Imaging 2011 (SPIE Medical Imaging 2011: Colon and Other Gastrointestinal CAD), Lake Buena Vista, FL, USA, 15.02 - 17.02.2011, vol. 7963, pp. 79631I, 2011, ISBN 9780819485052 (BiBTeX, Who cited this?)

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

Real-time RGB-D Mapping and 3-D Modeling on the GPU using the Random Ball Cover Data Structure

IEEE International Conference on Computer Vision (ICCV) Workshops (IEEE Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV)), Barcelona, Spain, 12.11.2011, pp. 1161-1167, 2011 (BiBTeX, Who cited this?)

Talks

Neumann, Dominik

Real-time RGB-D Mapping and 3-D Modeling on the GPU using the Random Ball Cover Data Structure (Talk)

at IEEE Computer Society (IEEE International Conference on Computer Vision (ICCV) Workshops (IEEE Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV))) in Barcelona, Spain (12.11)

Contact

Address

Dr.-Ing. Dominik Neumann

Alumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Publications



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Department of Computer Science 5 Our Team Neumann, Dominik Projects Publications Theses Curriculum Vitae Research Publications Free Software Data Courses Curriculum Theses Press Releases Cooperations Open Positions LME Videos Ph.D. Gallery Contact Intranet Impressum Datenschutzerklärung Contact +49 9131 85 27894 +49 9131 85 27270 09.159 Address Universität Erlangen-Nürnberg Chair of Computer Science 5 (Pattern Recognition) Martensstraße 3 91058 Erlangen Germany Driving directions Powered by	Dept. of Computer Sc. » Pattern Recognition » Our Team » Neumann, Dominik » Publications Dr.-Ing. Dominik Neumann Alumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg Robust Personalization of Multi-Scale, Multi-Physics Computational Models of the Human Heart with Self-Taught Artificial Agents and Uncertainty Quantification Publications WARNING: All material on this website, including papers, text, figures, and graphics is covered by Copyright © unless otherwise stated. You may browse them at your convenience (in the same spirit as you may read a journal or a proceeding article in a public library). Retrieving, copying, or distributing these files, however, may violate the copyright protection law. We recommend that the user abides international law in accessing this directory. 2019 (1 Publications, Talks and Patents) Dissertations Neumann, Dominik Robust Personalization of Cardiac Computational Models (BiBTeX, Who cited this?) 2018 (2 Publications, Talks and Patents) Monographs Neumann, Dominik; Kollorz, Eva Ultrasound Springer Cham, 2018 (BiBTeX, Who cited this?) Patents Grbic, Sasa; Ionasec, Razvan; Mansi, Tommaso; Voigt, Ingmar; Neumann, Dominik; Krebs, Julian; Schwemmer, Chris; Schoebinger, Max; Houle, Helene; Comaniciu, Dorin Method and system for advanced transcatheter aortic valve implantation planning US 9,931,790 (BiBTeX, Who cited this?) 2017 (1 Publications, Talks and Patents) Journal Articles Grbic, Sasa; Easley, Thomas F.; Mansi, Tommaso; Bloodsworth, Charles; Pierce, Eric; Voigt, Ingmar; Neumann, Dominik; Krebs, Julian; Yuh, David; Jensen, Morten; Comaniciu, Dorin; Yoganathan, Ajit Personalized Mitral Valve Closure Computation and Uncertainty Analysis from 3D Echocardiography Medical Image Analysis, vol. 35, no. 1, pp. 238-249, 2017 (BiBTeX, Who cited this?) 2016 (3 Publications, Talks and Patents) Journal Articles Neumann, Dominik; Mansi, Tommaso; Itu, Lucian; Georgescu, Bogdan; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Amr, Ali; Haas, Jan; Katus, Hugo; Meder, Benjamin; Steidl, Stefan; Hornegger, Joachim; Comaniciu, Dorin A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization Medical Image Analysis, Special Issue on the 2015 Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 34, pp. 52-64, 2016 (BiBTeX, Who cited this?) Amr, Ali; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Passerini, Tiziano; Mihalef, Viorel; Lai, Alan; Neumann, Dominik; Georgescu, Bogdan; Buss, Sebastian; Mereles, Derliz; Zitron, Edgar; Posch, Andreas; Würstle, Maximilian; Mansi, Tommaso; Katus, Hugo; Meder, Benjamin Personalized Computer Simulation of Diastolic Function in Heart Failure Genomics, Proteomics & Bioinformatics, vol. 14, no. 4, pp. 242-252, 2016 (BiBTeX, Who cited this?) Patents Neumann, Dominik; Mansi, Tommaso; Grbic, Sasa; Georgescu, Bogdan; Kamen, Ali; Comaniciu, Dorin; Voigt, Ingmar Systems and methods for estimating physiological heart measurements from medical images and clinical data US 14/915,478 (BiBTeX, Who cited this?) 2015 (5 Publications, Talks and Patents) Journal Articles Neumann, Dominik; Grbic, Sasa; John, Matthias; Navab, Nassir; Hornegger, Joachim; Ionasec, Razvan Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery IEEE Transactions on Medical Imaging (TMI), vol. 34, no. 1, pp. 49-60, 2015 (BiBTeX, Who cited this?) Kayvanpour, Elham; Mansi, Tommaso; Sedaghat-Hamedani, Farbod; Amr, Ali; Neumann, Dominik; Georgescu, Bogdan; Seegerer, Philipp; Kamen, Ali; Haas, Jan; Frese, Karen S; Irawati, Maria; Wirsz, Emil; King, Vanessa; Buss, Sebastian; Mereles, Derliz; Zitron, Edgar; Keller, Andreas; Katus, Hugo A; Comaniciu, Dorin; Meder, Benjamin Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart PLoS ONE, vol. 10, no. 7, pp. e0134869, 2015 (BiBTeX, Who cited this?) Articles in Conference Proceedings Mollero, Roch; Neumann, Dominik; Rohe, Marc-Michel; Datar, Manasi; Lombaert, Herve; Ayache, Nicholas; Comaniciu, Dorin; Ecabert, Olivier; Chinali, Marcello; Rinelli, Gabriele; Pennec, Xavier; Sermesant, Maxime; Mansi, Tommaso Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study Functional Imaging and Modeling of the Heart (8th International Conference on Functional Imaging and Modeling of the Heart), Maastricht, 25.07.2015, pp. 448-456, 2015, ISBN 978-3-319-20308-9 (BiBTeX, Who cited this?) Neumann, Dominik; Mansi, Tommaso; Itu, Lucian; Georgescu, Bogdan; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Steidl, Stefan; Hornegger, Joachim; Comaniciu, Dorin Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 (18th International Conference on Medical Image Computing and Computer-Assisted Intervention), Munich, 06.09.2015, pp. 442-449, 2015 (BiBTeX, Who cited this?) Talks Neumann, Dominik Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling (Talk) at TUM (18th International Conference on Medical Image Computing and Computer-Assisted Intervention) in München (06.09) 2014 (7 Publications, Talks and Patents) Journal Articles Zettinig, Oliver; Mansi, Tommaso; Neumann, Dominik; Georgescu, Bogdan; Rapaka, Saikiran; Seegerer, Philipp; Kayvanpour, Elham; Sedaghat-Hamedani, Farbod; Amr, Ali; Haas, Jan; Steen, Henning; Katus, Hugo; Meder, Benjamin; Navab, Nassir; Kamen, Ali; Comaniciu, Dorin Data-Driven Estimation of Cardiac Electrical Diffusivity from 12-Lead ECG Signals Medical Image Analysis, vol. 18, no. 8, pp. 1361-1376, 2014 (BiBTeX, Who cited this?) Articles in Conference Proceedings Neumann, Dominik; Mansi, Tommaso; Grbic, Sasa; Voigt, Ingmar; Georgescu, Bogdan; Kayvanpour, Elham; Amr, Ali; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Hornegger, Joachim; Kamen, Ali; Comaniciu, Dorin Automatic Image-to-Model Framework for Patient-specific Electromechanical Modeling of the Heart 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), Beijing, China, 29.04.2014, pp. 935-938, 2014, ISBN 978-1-4673-1961-4 (BiBTeX, Who cited this?) Neumann, Dominik; Mansi, Tommaso; Georgescu, Bogdan; Kamen, Ali; Kayvanpour, Elham; Amr, Ali; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Hornegger, Joachim; Comaniciu, Dorin Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2014 (International Conference on Medical Image Computing and Computer-Assisted Intervention), Cambridge, MA, 09.2014, pp. 9-16, 2014 (BiBTeX, Who cited this?) Seegerer, Philipp; Mansi, Tommaso; Jolly, Marie-Pierre; Neumann, Dominik; Georgescu, Bogdan; Kamen, Ali; Kayvanpour, Elham; Amr, Ali; Sedaghat-Hamedani, Farbod; Haas, Jan; Katus, Hugo; Meder, Benjamin; Comaniciu, Dorin Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images Proceedings of the 5th International STACOM Workshop (Statistical Atlases and Computational Modeling of the Heart (in conjunction with MICCAI)), Cambridge, MA, 18.09.2014, pp. 1-9, 2014 (BiBTeX, Who cited this?) Grbic, Sasa; Easley, Thomas F; Mansi, Tommaso; Bloodworth, Charles H; Pierce, Eric L; Voigt, Ingmar; Neumann, Dominik; Krebs, Julian; Yuh, David D; Jensen, Morten O; Comaniciu, Dorin; Yoganathan, Ajit P Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models Proceedings of the 5th International STACOM Workshop (Statistical Atlases and Computational Modeling of the Heart (in conjunction with MICCAI)), Cambridge, MA, 18.09.2014, pp. 239-248, 2014 (BiBTeX, Who cited this?) Talks Neumann, Dominik Automatic Image-to-Model Framework for Patient-specific Electromechanical Modeling of the Heart (Talk) at IEEE (2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)) in Beijing, China (01.05) Neumann, Dominik Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data (Talk) at Massachusetts Institute of Technology (International Conference on Medical Image Computing and Computer-Assisted Intervention) in Cambridge, MA (16.09) 2013 (5 Publications, Talks and Patents) Monographs (article) Bauer, Sebastian; Wasza, Jakob; Lugauer, Felix; Neumann, Dominik; Hornegger, Joachim Real-Time RGB-D Mapping and 3-D Modeling on the GPU Using the Random Ball Cover Consumer Depth Cameras for Computer Vision - Research Topics and Applications Advances in Computer Vision and Pattern Recognition, Springer London, UK, 2013, 27-48 (BiBTeX, Who cited this?) Articles in Conference Proceedings Neumann, Dominik; Grbic, Sasa; Mansi, Tommaso; Voigt, Ingmar; Rabbah, Jean-Pierre; Siefert, Andrew; Saikrishnan, Neelakantan; Yoganathan, Ajit; Yuh, David; Ionasec, Razvan Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models 4th International Workshop on Statistical Atalses and Computational Models of the Heart (MICCAI STACOM Workshop), Nagoya, Japan, 26.09.2013, pp. n/a, 2013 (BiBTeX, Who cited this?) Neumann, Dominik; Grbic, Sasa; John, Matthias; Navab, Nassir; Hornegger, Joachim; Ionasec, Razvan Robust Model-based 3D/3D Fusion using Sparse Matching for Minimally Invasive Surgery MICCAI 2013 (Proceedings of 16th International Conference on Medical Image Computing and Computer-Assisted Intervention), Nagoya, Japan, 22.-26.09.2013, pp. 171-178, 2013, ISBN 978-3-642-40810-6 (BiBTeX, Who cited this?) Talks Neumann, Dominik Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models (Talk) at Nagoya University (4th International Workshop on Statistical Atlases and Computational Models of the Heart (MICCAI STACOM Workshop)) in Nagoya, Japan (26.09) Neumann, Dominik Robust Model-based 3D/3D Fusion using Sparse Matching for Minimally Invasive Surgery (Talk) at Nagoya University (16th International Conference on Medical Image Computing and Computer-Assisted Intevention (MICCAI)) in Nagoya, Japan (23.09) 2012 (2 Publications, Talks and Patents) Journal Articles Neumann, Helmut; Mewes, Philip; Foertsch, Stefan; Neumann, Dominik; Waldner, Maximilian; Atreya, Raja; Vieth, Michael; Neurath, Markus F. Entwicklung und Evaluation eines neuen Computer assistierten Algorithmus für die automatische Bestimmung der Entzündungsaktivität bei Patienten mit chronisch entzündlichen Darmerkrankungen mittels konfokaler Laser Endomikroskopie Zeitschrift für Gastroenterologie, vol. 49, no. 8, pp. P081, 2012 (BiBTeX, Who cited this?) Neumann, Helmut; Mewes, Philip; Foertsch, Stefan; Neumann, Dominik; Waldner, Maximilian; Vieth, Michael; Neurath, Markus F. A new computed assisted algorithm allows automatic evaluation of inflammatory activity in inflammatory bowel disease (IBD) using confocal laser endomicroscopy (CLE) Journal of Crohn's and Colitis, vol. 6, pp. S58, 2012 (BiBTeX, Who cited this?) 2011 (4 Publications, Talks and Patents) Articles in Conference Proceedings Mewes, Philip; Neumann, Dominik; Licegevic, Oleg; Simon, Johannes; Juloski, Aleksandar Lj.; Angelopoulou, Elli Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy Lecture Notes in Computer Science ((MICCAI) Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011), Toronto, Canada, 18-22.09.2011, vol. 6893, pp. 137-144, 2011, ISBN 978-3-642-23622-8 (BiBTeX, Who cited this?) Mewes, Philip; Neumann, Dominik; Juloski, Aleksandar Lj.; Angelopoulou, Elli; Hornegger, Joachim On-the-fly detection of images with gastritis aspects in magnetically guided capsule endoscopy Proceedings of SPIE Medical Imaging 2011 (SPIE Medical Imaging 2011: Colon and Other Gastrointestinal CAD), Lake Buena Vista, FL, USA, 15.02 - 17.02.2011, vol. 7963, pp. 79631I, 2011, ISBN 9780819485052 (BiBTeX, Who cited this?) Neumann, Dominik; Lugauer, Felix; Bauer, Sebastian; Wasza, Jakob; Hornegger, Joachim Real-time RGB-D Mapping and 3-D Modeling on the GPU using the Random Ball Cover Data Structure IEEE International Conference on Computer Vision (ICCV) Workshops (IEEE Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV)), Barcelona, Spain, 12.11.2011, pp. 1161-1167, 2011 (BiBTeX, Who cited this?) Talks Neumann, Dominik Real-time RGB-D Mapping and 3-D Modeling on the GPU using the Random Ball Cover Data Structure (Talk) at IEEE Computer Society (IEEE International Conference on Computer Vision (ICCV) Workshops (IEEE Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV))) in Barcelona, Spain (12.11)