Title :
3D myocardial strain strain reconstruction from tagged MRI using a cylindrical B-spline model
Author :
Deng, Xiang ; Denney, Thomas S., Jr.
Author_Institution :
Dept. of Electr. & Comput. Eng., Auburn Univ., AL, USA
Abstract :
In this paper, we present a new method for reconstructing 3D left ventricular myocardial strain from tagged magnetic resonance (MR) image data with a 3D B-spline deformation model. The B-spline model is based on a cylindrical coordinate system that more closely fits the morphology of the myocardium than previously proposed Cartesian B-spline models and does not require explicit regularization. Simulation results demonstrate that the reconstructed strains are robust to the center of the cylindrical coordinate system. We also validate our method by reconstructing strains from imaging studies of a normal human volunteer and a patient with an antero-septal myocardial infarction.
Keywords :
biomechanics; biomedical MRI; cardiology; image reconstruction; medical image processing; muscle; physiological models; splines (mathematics); 3D left ventricular myocardial strain; 3D myocardial strain strain reconstruction; antero-septal myocardial infarction; cylindrical B-spline model; cylindrical coordinate system; explicit regularization; magnetic resonance imaging; medical diagnostic imaging; normal human volunteer; tagged MRI; Capacitive sensors; Deformable models; Image reconstruction; Magnetic field induced strain; Magnetic resonance; Magnetic resonance imaging; Morphology; Myocardium; Robustness; Spline;
Conference_Titel :
Biomedical Imaging, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7584-X
DOI :
10.1109/ISBI.2002.1029331
