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Atlas Construction and Image Analysis Using Statistical Cardiac Models Read chapter Read first chapter

2010 | OriginalPaper | Chapter

Endowing Canonical Geometries to Cardiac Structures

Authors : Jaume Garcia-Barnes, Debora Gil, Aura Hernandez

Published in: Statistical Atlases and Computational Models of the Heart

Publisher: Springer Berlin Heidelberg

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In this paper, we show that canonical (shape-based) geometries can be endowed to cardiac structures using tubular coordinates defined over their medial axis. We give an analytic formulation of these geometries by means of B-Splines. Since B-Splines present vector space structure PCA can be applied to their control points and statistical models relating boundaries and the interior of the anatomical structures can be derived. We demonstrate the applicability in two cardiac structures, the 3D Left Ventricular volume, and the 2D Left-Right ventricle set in 2D Short Axis view.

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previous chapter A Multi-method Approach towards Understanding the Pathophysiology of Aortic Dissections – The Complementary Role of In-Silico, In-Vitro and In-Vivo Information
next chapter Automatic Segmentation of Left Atrial Geometry from Contrast-Enhanced Magnetic Resonance Images Using a Probabilistic Atlas
Metadata
Title
Endowing Canonical Geometries to Cardiac Structures
Authors
Jaume Garcia-Barnes
Debora Gil
Aura Hernandez
Copyright Year
2010
Publisher
Springer Berlin Heidelberg
Book
Statistical Atlases and Computational Models of the Heart

Print ISBN: 978-3-642-15834-6

Electronic ISBN: 978-3-642-15835-3

Copyright Year: 2010

DOI
https://doi.org/10.1007/978-3-642-15835-3_13

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