Title :
Progress towards an electromechanical model of the heart for cardiac image analysis
Author :
Sermesant, Maxime ; Coudière, Z. ; Delingette, H. ; Ayache, N.
Author_Institution :
Projet Epidaure, INRIA, Sophia Antipolis, France
Abstract :
We present a 3D numerical model of the heart ventricles which couples electrical and biomechanical activities. We have adopted a simpler formulation of previously published models to achieve a trade-off between biological accuracy and computational efficiency. To carry out computations, the FitzHugh-Nagumo equations are solved along with a constitutive law based on the Hill-Maxwell rheological law. Ultimately, the parameters of this generic model will be adjusted from the actual patient´s ECG and from the cardiac motion measured in 4D cardiac images. By including biological and physical a priori knowledge, we expect to extract quantitative ventricular function parameters from time sequences of cardiac images.
Keywords :
biomechanics; electrocardiography; image motion analysis; image sequences; medical image processing; physiological models; FitzHugh-Nagumo equations; Hill-Maxwell rheological law; a priori knowledge; cardiac image analysis; cardiac images time sequences; cardiac motion; heart electromechanical model; medical diagnostic imaging; quantitative ventricular function parameters extraction; Biological system modeling; Biology computing; Computational efficiency; Couplings; Equations; Heart ventricles; Image analysis; Image motion analysis; Image sequence analysis; Numerical models;
Conference_Titel :
Biomedical Imaging, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7584-X
DOI :
10.1109/ISBI.2002.1029180