Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges
Springer International Publishing (Verlag)
9783319287119 (ISBN)
This book constitutes the thoroughly refereed post-workshop proceedings of the 6th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015.
The 23 revised full workshop papers were carefully reviewed and selected from 34 submissions. The papers cover a wide range of topics such cardiac image processing, atlas construction, statistical modeling of cardiac function across different patient populations, cardiac mapping, cardiac computational physiology, model customization, image-based modelling and image-guided interventional procedures, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analysis.
Cardiac image processing.- Atlas construction.- Statistical modeling of cardiac function across different patient populations.- Cardiac mapping.- Cardiac computational physiology.- Model customization.- Image-based modelling and image-guided interventional procedures.- Atlas based functional analysis.-Ontological schemata for data and results.- Integrated functional and structural analysis.
"This book presents papers that were presented at STATCOM 2015 on statistical and computational models of the heart. ... Researchers, teachers, and clinicians who are interested in computer modeling of the heart and newer methods and progress in this field would find this an interesting read. ... This is a valuable collection of papers related to cardiac computational modeling that can be an interesting read for those interested in this field." (Kamesh Sivagnanam, Doody's Book Reviews, April, 2016)
| Erscheinungsdatum | 08.10.2016 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | XI, 218 p. 91 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Schlagworte | Applications • cardiac biomechanics • Cardiac Imaging • cardiac remodeling • Cardiology • classification • computational electrophysiology • Computer Aided Diagnosis • Computer Science • Computing Methodologies • conference proceedings • finite element parameterization • Health Informatics • heart modelling • Image Analysis • image processing and computer vision • Informatics • machine learning • mathematical currents • Medical Image Analysis • MRI • Myocardial Perfusion Imaging • partial least square regression • pattern recognition • Probability and Statistics in Computer Science • Research • Segmentation • Statistical shape models • statistical shape models cardiac imaging • Support Vector Machines • tissue classification |
| ISBN-13 | 9783319287119 / 9783319287119 |
| Zustand | Neuware |
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