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| Computer Aided Diagnosis of Cardiovascular Diseases Assessment of coronary CT angiograms for the diagnosis of cardiovascular
diseases is a time consuming and demanding task, requiring a high degree of
clincal experience. In order to support clinical personel, reducion of diagnosis
times and the increase of diagnosis reliability, this project aims to develop
methods for the automatic detection, analysis and evaluation of lesions in
coronary CT data.
For this task, methods from the areas of pattern recocgnition, image processing,
visualization and modelling will be used (e.g. detection of lesions using pattern
recocgnition, visualization by model generation of the coronary vascular tree).
Finally, the methods developed will undergo clinical evaluation. | Project manager:
Prof. Dr. Günther Greiner
Project participants:
Prof. Dr.-Ing. Matthias Teßmann, Vega-Higuera, Fernando, Fritz, Dominik, Scheuering, Michael
Keywords:
CT;Cardio;Modelling;Visualization;Image Processing;
Duration: 1.9.2006 - 31.1.2011
Sponsored by:
Siemens AG, Sector Healthcare, Computed Tomography
Contact:
Teßmann, Matthias
E-Mail: matthias.tessmann@th-nuernberg.de
| | Publications |
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| Teßmann, Matthias ; Higuera, Fernando-Vega ; Fritz, Dominik ; Scheuering, Michael ; Greiner, Günther: Multi-Scale Feature Extraction for Learning-Based Classification of Coronary Artery Stenosis. In: SPIE.org (Ed.) : Proceedings of SPIE Medical Imaging 2009 (SPIE Medical Imaging Lake Buena Vista, Orlando Area, Florida). Vol. 7260. 2009, pp 1-8. | | Teßmann, Matthias ; Vega-Higuera, Fernando ; Fritz, Dominik ; Scheuering, Michael ; Greiner, Günther: Learning-Based Detection of Stenotic Lesions in Coronary CT Data. In: Deussen, Oliver ; Keim, Daniel ; Saupe, Dietmar (Ed.) : Proceedings of Vision, Modeling, and Visualization 2008 (Vision, Modeling, and Visualization 2008 Konstanz). Amsterdam : Akademische Verlagsgesellschaft AKA GmbH, 2008, pp 189-198. - ISBN 978-3-89838-609-8 | | Teßmann, Matthias ; Vega-Higuera, Fernando ; Bischoff, Bernhard ; Hausleiter, Jörg ; Greiner, Günther: Robust Automatic Calcium Scoring for CT Coronary Angiography. In: Deserno, Thomas ; Hoffmann, Jens (Ed.) : Bildverarbeitung für die Medizin 2010 - Algorithmen, Systeme, Anwendungen (Workshop Bildverarbeitung für die Medizin 2010 Aachen 14.03.2010). Berlin : Springer Verlag, 2010, pp 430-434. (Informatik Aktuell) | Teßmann, Matthias ; Vega-Higuera, Fernando ; Bischoff, Bernhard ; Hausleiter, Jörg ; Greiner, Günther: Automatic Detection and Quantification of Coronary Calcium on 3D CT Angiography Data. In: Computer Science - Research and Development (2010), pp 1-8
[doi>10.1007/s00450-010-0131-3] |
Institution: Chair of Computer Science 9 (Computer Graphics)
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