A patient specific electro-mechanical model of the heart

被引:13
|
作者
Szilagyi, Sandor M. [1 ]
Szilagyi, Laszlo [1 ,2 ]
Benyo, Zoltan [2 ]
机构
[1] Sapientia Univ Transylvania, Fac Tech & Human Sci, Corunca 547367, Romania
[2] Budapest Univ Technol & Econ, Dept Control Engn & Informat Technol, H-1117 Budapest, Hungary
关键词
Electro-mechanical heart model; Cardiac image processing; Active appearance motion model; Patient specific analysis; Evolutionary computation; Parameter reduction; ELECTROPHYSIOLOGICAL MODEL; PARAMETER-ESTIMATION; MATHEMATICAL-MODEL; BOUNDARY DETECTION; INVERSE PROBLEMS; CARDIAC TISSUE; IMAGE-ANALYSIS; JOINT STATE; CELL; ECG;
D O I
10.1016/j.cmpb.2010.06.006
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a patient specific deformable heart model that involves the known electrical and mechanical properties of the cardiac cells and tissue. The whole heart model comprises ten Tusscher's ventricular and Nygren's atrial cell models, the anatomical and electrophysiological model descriptions of the atria (introduced by Harrild et al.) and ventricle (given by Winslow et al.), and the mechanical model of the periodical cardiac contraction and resting phenomena proposed by Moireau et al. During the propagation of the depolarization wave, the kinetic, compositional and rotational anisotropy is handled by the tissue, organ and torso model. The applied patient specific parameters were determined by an evolutionary computation method. An intensive parameter reduction was performed using the abstract formulation of the searching space. This patient specific parameter representation enables the adjustment of deformable model parameters in real-time. The validation process was performed using simultaneously measured ECG and ultrasound image records that were compared with simulated signals and shapes using an abstract, parameterized evaluation criterion. (C) 2010 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:183 / 200
页数:18
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