Abstract
This paper focuses on validating a novel framework for estimating the functional strain from cine cardiac magnetic resonance imaging (CMRI). The framework consists of three processing steps. First, the left ventricle (LV) wall borders are segmented using a level-set based deformable model. Second, the points on the wall borders are tracked during the cardiac cycle based on solving the Laplace equation between the LV edges. Finally, the circumferential and radial strains are estimated at the inner, mid-wall, and outer borders of the LV wall. The proposed framework is validated using synthetic phantoms of the material strains that account for the physiological features and the LV response during the cardiac cycle. Experimental results on simulated phantom images confirm the accuracy and robustness of our method.
Original language | English (US) |
---|---|
Pages (from-to) | 277-286 |
Number of pages | 10 |
Journal | AIP Conference Proceedings |
Volume | 1559 |
DOIs | |
State | Published - 2013 |
Event | 2013 International Symposium on Computational Models for Life Sciences, CMLS 2013 - Sydney, NSW, Australia Duration: Nov 27 2013 → Nov 29 2013 |
All Science Journal Classification (ASJC) codes
- General Physics and Astronomy