Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9534)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
Conference proceedings info: STACOM 2015.
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About this book
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.
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Keywords
- cardiac imaging
- computational electrophysiology
- heart modelling
- image analysis
- statistical shape models cardiac imaging
- computational electrophysiology
- heart modelling
- image analysis
- statistical shape models
- cardiac biomechanics
- cardiac remodeling
- classification
- computer aided diagnosis
- finite element parameterization
- health informatics
- machine learning
- mathematical currents
- medical image analysis
- MRI
- myocardial perfusion imaging
- partial least square regression
- segmentation
- support vector machines
- tissue classification
Table of contents (24 papers)
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Regular Papers
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Shape Challenge Papers
Other volumes
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Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges
Reviews
“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)
Editors and Affiliations
Bibliographic Information
Book Title: Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges
Book Subtitle: 6th International Workshop, STACOM 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers
Editors: Oscar Camara, Tommaso Mansi, Mihaela Pop, Kawal Rhode, Maxime Sermesant, Alistair Young
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-28712-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-28711-9Published: 03 February 2016
eBook ISBN: 978-3-319-28712-6Published: 08 January 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 218
Number of Illustrations: 91 b/w illustrations
Topics: Simulation and Modeling, Image Processing and Computer Vision, Health Informatics, Probability and Statistics in Computer Science, Pattern Recognition, Cardiology