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Dr.-Ing. Mathias Unberath

Researcher in the Computed Tomography: Algebraic Reconstruction and Motion (CTARM) group at the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Publications

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2019 (2 Publications, Talks and Patents)
Journal Articles
Bier, Bastian; Goldmann, Florian; Zaech, Jan-Nico; Fotouhi, Javad; Hegeman, Rachel; Grupp, Robert; Armand, Mehran; Osgood, Greg; Navab, Nassir; Maier, Andreas; Unberath, Mathias
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views
International Journal of Computer Assisted Radiology and Surgery, pp. 1-11, 2019 (BiBTeX, Who cited this?)
Preuhs, Alexander; Maier, Andreas; Manhart, Michael; Kowarschik, Markus; Hoppe, Elisabeth; Fotouhi, Javad; Navab, Nassir; Unberath, Mathias
Symmetry Prior for Epipolar Consistency
International Journal of Computer Assisted Radiology and Surgery, 2019 (BiBTeX, Who cited this?)
2018 (12 Publications, Talks and Patents)
Journal Articles
Preuhs, Alexander; Berger, Martin; Bauer, Sebastian; Redel, Thomas; Unberath, Mathias; Achenbach, Stephan; Maier, Andreas
Viewpoint Planning for Quantitative Coronary Angiography (IJCARS)
International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 8, pp. 1159-1167, 2018 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Geimer, Tobias; Unberath, Mathias; Höhn, Johannes; Achenbach, Stephan; Maier, Andreas
Myocardial Twist from X-ray Angiography
Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen (Bildverarbeitung für die Medizin 2017), Erlangen, Bayern, Deutschland, 11.-13.03.2018, pp. 365-370, 2018, ISBN 978-3-662-56537-7 (BiBTeX, Who cited this?)
Preuhs, Alexander; Berger, Martin; Bauer, Sebastian; Redel, Thomas; Unberath, Mathias; Achenbach, Stephan; Maier, Andreas
Viewpoint Planning for Quantitative Coronary Angiography
Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition (CARS), Berlin, 20.06.2018, vol. 13, pp. 201-202, 2018 (BiBTeX, Who cited this?)
Bier, Bastian; Katharina, Aschoff; Syben, Christopher; Unberath, Mathias; Levenston, Marc; Gold, Garry; Fahrig, Rebecca; Maier, Andreas
Detecting Anatomical Landmarks for Motion Estimation in Weight-bearing Imaging of Knees
Machine Learning for Medical Imaging Reconstruction (First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018), Granada, 16.09.2018, pp. 83-90, 2018 (BiBTeX, Who cited this?)
Hajek, Jonas; Unberath, Mathias; Fotouhi, Javad; Bier, Bastian; Lee, Sing Chun; Osgood, Greg; Maier, Andreas; Armand, Mehran; Navab, Nassir
Closing the Calibration Loop: An Inside-Out-Tracking Paradigm for Augmented Reality in Orthopedic Surgery
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 299-306, 2018 (BiBTeX, Who cited this?)
Unberath, Mathias; Zaech, Jan-Nico; Lee, Sing Chun; Bier, Bastian; Fotouhi, Javad; Armand, Mehrand; Navab, Nassir
DeepDRR – A Catalyst for Machine Learning in Fluoroscopy-Guided Procedures
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 98-106, 2018 (BiBTeX, Who cited this?)
Fotouhi, Javad; Unberath, Mathias; Taylor, Giacomo; Farashahi, Arash Ghaani; Bier, Bastian; Taylor, Russel; Osgood, Greg; Armand, Mehran; Navab, Nassir
Exploiting Partial Structural Symmetry for Patient-Specific Image Augmentation in Trauma Interventions
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 107-115, 2018 (BiBTeX, Who cited this?)
Bier, Bastian; Unberath, Mathias; Zaech, Jan-Nico; Fotouhi, Javad; Armand, Mehran; Osgood, Greg; Navab, Nassir; Maier, Andreas
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery
Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), Granada, Spain, 17. - 19.09.2018, pp. 55-63, 2018 (BiBTeX, Who cited this?)
Preuhs, Alexander; Maier, Andreas; Manhart, Michael; Fotouhi, Javad; Navab, Nassir; Unberath, Mathias
Double Your Views - Exploiting Symmetry in Transmission Imaging
Medical Image Computing and Computer Assisted Intervention (MICCAI), Granada, Spain, 09.2018, vol. 1, pp. 356-364, 2018, ISBN 978-3-030-00928-1 (BiBTeX, Who cited this?)
2017 (24 Publications, Talks and Patents)
Dissertations
Journal Articles
Unberath, Mathias; Aichert, André; Achenbach, Stephan; Maier, Andreas
Consistency-based Respiratory Motion Estimation in Rotational Angiography
Medical Physics, 2017 (BiBTeX, Who cited this?)
Unberath, Mathias; Taubmann, Oliver; Hell, Michaela; Achenbach, Stephan; Maier, Andreas
Symmetry, Outliers, and Geodesics in Coronary Artery Centerline Reconstruction from Rotational Angiography
Medical Physics, 2017 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Unberath, Mathias; Berger, Martin; Aichert, André; Maier, Andreas
Fourier Consistency-Based Motion Estimation in Rotational Angiography
Proc. Bildverarbeitung für die Medizin (BVM) 2017 (Bildverarbeitung für die Medizin 2017), Heilderberg, GER, 12.3.2017, pp. 110-116, 2017 (BiBTeX, Who cited this?)
Schirrmacher, Franziska; Taubmann, Oliver; Unberath, Mathias; Maier, Andreas
Towards Understanding Preservation of Periodic Object Motion in Computed Tomography
Bildverarbeitung für die Medizin 2017, DKFZ, Heidelberg, 12.-14.03.2017, pp. 116-121, 2017, ISBN 978-3-662-54345-0 (BiBTeX, Who cited this?)
Bier, Bastian; Aichert, André; Felsner, Lina; Unberath, Mathias; Levenston, Marc; Gold, Garry; Fahrig, Rebecca; Maier, Andreas
Epipolar Consistency Conditions for Motion Correction in Weight-Bearing Imaging
Bildverarbeitung für die Medizin 2017 Algorithmen Systeme Anwendungen (Bildverarbeitung für die Medizin 2017), Heidelberg, 12.-14.03, pp. 209-214, 2017 (BiBTeX, Who cited this?)
Geimer, Tobias; Birlutiu, Adriana; Unberath, Mathias; Taubmann, Oliver; Bert, Christoph; Maier, Andreas
A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy
Bildverarbeitung für die Medizin 2017, Heidelberg, Deutschland, 12.-14.03.2017, pp. 155-160, 2017, ISBN 978-3-662-54344-3 (BiBTeX, Who cited this?)
Stimpel, Bernhard; Forman, Christoph; Wetzl, Jens; Schmidt, Michaela; Maier, Andreas; Unberath, Mathias
Automated Coronary Artery Ostia Detection in Magnetic Resonance Angiography
Proceedings of the 25th Annual Meeting of the ISMRM (25th Annual Meeting & Exhibition), Honolulu, HI, USA, 22.-27.04.2017, pp. 3139, 2017 (BiBTeX, Who cited this?)
Taubmann, Oliver; Unberath, Mathias; Lauritsch, Günter; Achenbach, Stephan; Maier, Andreas
Spatio-temporally Regularized 4-D Cardiovascular C-arm CT Reconstruction Using a Proximal Algorithm
Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging (2017 IEEE International Symposium on Biomedical Imaging), Melbourne, Australia, 18.04.-21.04.2017, pp. 52-55, 2017 (BiBTeX, Who cited this?)
Unberath, Mathias; Taubmann, Oliver; Bier, Bastian; Geimer, Tobias; Hell, Michaela; Achenbach, Stephan; Maier, Andreas
Respiratory Motion Compensation in Rotational Angiography: Graphical Model-Based Optimization of Auto-Focus Measures
IEEE International Symposium on Biomedical Imaging, Proceedings of the (IEEE International Symposium on Biomedical Imaging), Melbourne, April 2017, pp. 227 -- 230, 2017 (BiBTeX, Who cited this?)
Bier, Bastian; Unberath, Mathias; Geimer, Tobias; Maier, Jennifer; Gold, Garry; Levenston, Marc; Fahrig, Rebecca; Maier, Andreas
Motion Compensation using Range Imaging in C-arm Cone-Beam CT
Medical Image Understanding and Analysis (21st Annual Conference, MIUA 2017), Edinburgh, 11.07.2017-13.07.2017, pp. 561, 2017 (BiBTeX, Who cited this?)
Geimer, Tobias; Unberath, Mathias; Birlutiu, Adriana; Taubmann, Oliver; Wölfelschneider, Jens; Bert, Christoph; Maier, Andreas
A Kernel-based Framework for Intra-fractional Respiratory Motion Estimation in Radiation Therapy
Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging (2017 IEEE International Symposium on Biomedical Imaging), Melbourne, Australia, 18.04.-21.04.2017, pp. 1036-1039, 2017 (BiBTeX, Who cited this?)
Amrehn, Mario; Gaube, Sven; Unberath, Mathias; Schebesch, Frank; Horz, Tim; Strumia, Maddalena; Steidl, Stefan; Kowarschik, Markus; Maier, Andreas
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model
EG VCBM 2017 (Eurographics Workshop on Visual Computing for Biology and Medicine), Bremen, Germany, 2017-09-08, pp. 143-147, 2017, ISBN 978-3-03868-036-9 (BiBTeX, Who cited this?)
Bier, Bastian; Unberath, Mathias; Geimer, Tobias; Ravikumar, Nishant; Gold, Garry; Fahrig, Rebecca; Maier, Andreas
Fusing Motion Estimates for CBCT Reconstruction
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)
Rybakov, Oleksiy; Bier, Bastian; Maier, Jennifer; Unberath, Mathias; Maier, Andreas
Simultaneous Generation of X-ray and Range Images using XCAT under Motion
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10.-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)
Bier, Bastian; Unberath, Mathias; Ravikumar, Nishant; Maier, Jennifer; Gooya, Ali; Taylor, Zeike A.; Frangi, Alejandro F.; Gold, Garry; Fahrig, Rebecca; Maier, Andreas
Surface Registration to Estimate Motion in CBCT
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)
Unberath, Mathias; Hajek, Jonas; Geimer, Tobias; Schebesch, Frank; Amrehn, Mario; Maier, Andreas
Deep Learning-based Inpainting for Virtual DSA
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)
Felsner, Lina; Aichert, André; Unberath, Mathias; Maier, Andreas
Motion Estimation in Rotational Angiography with alpha–Expansion Moves
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, Atlanta, 26.10, pp. 1-3, 2017 (BiBTeX, Who cited this?)
Geimer, Tobias; Höhn, Johannes; Unberath, Mathias; Maier, Andreas
Parametric LV Model Fitting to Coronary Arteries
2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, Georgia, USA, 21.-28.10.2017, pp. -, 2017 (BiBTeX, Who cited this?)
Talks
Geimer, Tobias; Höhn, Johannes; Unberath, Mathias; Maier, Andreas
Parametric LV Model Fitting to Coronary Arteries (Talk)
at Hyatt Regency (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)) in Atlanta, Georgia, USA (25.10)
Geimer, Tobias; Birlutiu, Adriana; Unberath, Mathias; Taubmann, Oliver; Bert, Christoph; Maier, Andreas
A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy (Talk)
at Kommunikationszentrum, DKFZ (Bildverarbeitung für die Medizin 2017) in Heidelberg, Deutschland (13.03)
Geimer, Tobias; Unberath, Mathias; Birlutiu, Adriana; Taubmann, Oliver; Wölfelschneider, Jens; Bert, Christoph; Maier, Andreas
A Kernel-based Framework for Intra-fractional Respiratory Motion Estimation in Radiation Therapy (Talk)
at Melbourne Convention and Exhibition Centre (2017 IEEE International Symposium on Biomedical Imaging) in Melbourne, Australia (21.04)
2016 (16 Publications, Talks and Patents)
Journal Articles
Berger, Martin; Müller, Kerstin; Aichert, André; Unberath, Mathias; Thies, Justus; Choi, Jang-Hwan; Fahrig, Rebecca; Maier, Andreas
Marker-free motion correction in weight-bearing cone-beam CT of the knee joint
Medical Physics, vol. 43, no. 3, pp. 1235-1248, 2016 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Unberath, Mathias; Aichert, André; Achenbach, Stephan; Maier, Andreas
Virtual Single-frame Subtraction Imaging
Proceedings of the 4th CT Meeting (4th International Conference on Image Formation in X-Ray Computed Tomography), Bamberg, 18.7.2016, pp. 89-92, 2016 (BiBTeX, Who cited this?)
Schebesch, Frank; Unberath, Mathias; Andersen, Ingwer; Maier, Andreas
Breast Density Assessment Using Wavelet Features on Mammograms
Bildverarbeitung für die Medizin 2016 - Algorithmen – Systeme – Anwendungen (Workshop Bildverarbeitung für die Medizin 2016), Berlin, 13.-15.03.2016, pp. 38-43, 2016, ISBN 978-3-662-49464-6 (BiBTeX, Who cited this?)
Bopp, Johannes; Unberath, Mathias; Steidl, Stefan; Fahrig, Rebecca; Oliveira, Isabelle; Kleyer, Arnd; Maier, Andreas
Automatic Finger Joint Detection for Volumetric Hand Imaging
Bildverarbeitung für Medizin, Berlin, 2016, pp. 104-109, 2016, ISBN 978-3-662-49464-6 (BiBTeX, Who cited this?)
Unberath, Mathias; Achenbach, Stephan; Fahrig, Rebecca; Maier, Andreas
Exhaustive Graph Cut-based Vasculature Reconstruction
Proceedings of the ISBI (International Symposium on Biomedical Imaging), Prague, CZ, 13-16.4.2016, pp. 1143-1146, 2016 (BiBTeX, Who cited this?)
Unberath, Mathias; Goppert, Eric; Taubmann, Oliver; Maier, Andreas
Mitigating Medialness Responses from Non-tubular Structures Using Entropy
Computer Assisted Radiology and Surgery (CARS) 2016: Proceedings of the 30th Congress and Exhibition (Computer Assisted Radiology and Surgery (CARS) 2016), Heidelberg, 22.6.2016, pp. 211-212, 2016 (BiBTeX, Who cited this?)
Geimer, Tobias; Unberath, Mathias; Taubmann, Oliver; Bert, Christoph; Maier, Andreas
Combination of Markerless Surrogates for Motion Estimation in Radiation Therapy
Computer Assisted Radiology and Surgery (CARS) 2016: Proceedings of the 30th International Congress and Exhibition (Computer Assisted Radiology and Surgery (CARS) 2016), Heidelberg, 22.-25.06.2016, pp. 59-60, 2016 (BiBTeX, Who cited this?)
Bier, Bastian; Berger, Martin; Maier, Jennifer; Unberath, Mathias; Scott Hsieh; Serena Bonaretti; Rebecca Fahrig; Marc E. Levenston; Garry E. Gold; Maier, Andreas
Object Removal in Gradient Domain of Cone-Beam CT Projections
2016 IEEE Nuclear Science Symposuim & Medical Imaging Conference Record (IEEE Nuclear Science Symposuim & Medical Imaging Conference (NSS/MIC)), Straßburg, 29.10.2016-05.11.2016, pp. -, 2016 (BiBTeX, Who cited this?)
Unberath, Mathias; Aichert, André; Achenbach, Stephan; Maier, Andreas
Improving Segmentation Quality in Rotational Angiography Using Epipolar Consistency
Proceedings of MICCAI CVII-STENT (MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting), Athens, Greece, 17.10.16, pp. 1-8, 2016 (BiBTeX, Who cited this?)
Talks
Unberath, Mathias
Exhaustive Graph Cut-based Vasculature Reconstruction (Talk)
at Clarion Congress Hotel (International Symposium on Biomedical Imaging) in Prague, CZ (15.04)
Unberath, Mathias
Computer Assisted Radiology and Surgery (CARS) 2016 (Talk)
at Kongresshalle (Computer Assisted Radiology and Surgery (CARS) 2016) in Heidelberg (24.6)
Unberath, Mathias
Virtual Single-frame Subtraction Imaging (Talk)
at Welcome Congress Hotel (4th International Conference on Image Formation in X-Ray Computed Tomography) in Bamberg (19.07.2016)
Unberath, Mathias
Consistency-based Motion Assessment in Rotational Coronary Angiography (Talk)
at Medical Imaging Summer School 2016 (Medical Imaging Summer School 2016) in Favignana, Italy (02.08)
Unberath, Mathias
Consistency in CBCT Angiography (Talk)
at Fraunhofer IISB (26th International SAOT Workshop on Computed Tomography) in Erlangen, Germany (25.07)
Unberath, Mathias
Improving Segmentation Quality in Rotational Angiography Using Epipolar Consistency (Talk)
at Intercontinental Athenaeum (MICCAI-Workshops CVII-STENT) in Athens, Greece (17.10)
2015 (9 Publications, Talks and Patents)
Articles in Conference Proceedings
Unberath, Mathias; Maier, Andreas; Fleischmann, Dominik; Hornegger, Joachim; Fahrig, Rebecca
Open-source 4D Statistical Shape Model of the Heart for X-ray Projection Imaging
Proceedings of the ISBI (Biomedical Imaging, 2015 IEEE 12th International Symposium on), Brooklyn, NY, 16-19.4.2015, pp. 739-742, 2015 (BiBTeX, Who cited this?)
Unberath, Mathias; Choi, Jang-Hwan; Berger, Martin; Maier, Andreas; Fahrig, Rebecca
Image-based Compensation for Involuntary Motion in Weight-bearing C-arm Cone-beam CT Scanning of Knees
Proc. SPIE Medical Imaging 2015 (SPIE Medical Imaging 2015), Orlando, FL, 21-26.2.2015, vol. 9413, pp. 94130D-7, 2015 (BiBTeX, Who cited this?)
Unberath, Mathias; Mentl, Katrin; Taubmann, Oliver; Achenbach, Stephan; Fahrig, Rebecca; Hornegger, Joachim; Maier, Andreas
Torsional Heart Motion in Cone-beam Computed Tomography Reconstruction
Proceedings of the Fully3D (13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine), Newport, RI, 31.5.2015-4.6.2015, pp. 651-654, 2015 (BiBTeX, Who cited this?)
Unberath, Mathias; Maier, Andreas; Fleischmann, Dominik; Hornegger, Joachim; Fahrig, Rebecca
Comparative Evaluation of Two Registration-based Segmentation Algorithms: Application to Whole Heart Segmentation in CT
Proceedings of the GRC (11th German-Russian Conference on Biomedical Engineering), Aachen, Germany, 17-19.6.2015, pp. 5-8, 2015 (BiBTeX, Who cited this?)
Lu, Yanye; Geret, Jan; Unberath, Mathias; Manhart, Michael; Ren, Qiushi; Fahrig, Rebecca; Hornegger, Joachim; Maier, Andreas
Projection-based Material Decomposition by Machine Learning using Image-based Features for Computed Tomography
The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine), Newport, Rhode Island, USA, 31.05-04.06, 2015, pp. 448-451, 2015 (BiBTeX, Who cited this?)
Talks
Unberath, Mathias
Open-source 4D Statistical Shape Model of the Heart for X-ray Projection Imaging (Talk)
at IEEE (Biomedical Imaging, 2015 IEEE 12th International Symposium on) in Mariott at the Brooklyn Bridge, Brooklyn, NY (17.04)
Unberath, Mathias
Image-based Compensation for Involuntary Motion in Weight-bearing C-arm Cone-beam CT Scanning of Knees (Talk)
at Renaissance Mariott at Sea World (SPIE Medical Imaging 2015) in Orlando, FL (24.02)
Unberath, Mathias
Torsional Heart Motion in Cone-beam Computed Tomography Reconstruction (Talk)
at Hyatt Regency (13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine) in Newport, RI (04.06)
Unberath, Mathias
Comparative Evaluation of Two Registration-based Segmentation Algorithms: Application to Whole Heart Segmentation in CT (Talk)
at RWTH Aachen (11th German-Russian Conference on Biomedical Engineering) in SuperC, Aachen, Germany (18.6)
2014 (1 Publications, Talks and Patents)
Talks
Unberath, Mathias
3D+t Statistical Shape Model of the Heart for X-ray Projection Imaging (Talk)
at Stanford University (RSL Meeting) in Stanford, CA, USA (22.10)