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假设电导率和几何形状的误差对心电图逆问题数值解的影响。

The effects of errors in assumed conductivities and geometry on numerical solutions to the inverse problem of electrocardiography.

作者信息

Throne R D, Olson L G

机构信息

Department of Electrical Engineering, University of Nebraska, Lincoln 68588-05112 USA.

出版信息

IEEE Trans Biomed Eng. 1995 Dec;42(12):1192-200. doi: 10.1109/10.476126.

Abstract

In this paper we used a previously proposed model problem to examine the effects of inhomogeneities on four techniques for numerically solving the inverse problem of electrocardiography. The layered inhomogeneous eccentric spheres system contains three regions representing the lungs, muscle, and subcutaneous fat, and is numerically modeled using finite elements. We simulated both anterior and posterior spherical cap activation fronts. We examined inverse solutions based on zero order Tikhonov regularization, truncated singular value decomposition, our new generalized eigensystem approach, and a modification of the generalized eigensystem approach. The effects on the inverse solutions of geometrical errors, errors in the assumed conductivities, and homogeneous torso assumptions were examined.

摘要

在本文中,我们使用了一个先前提出的模型问题,来研究不均匀性对四种用于数值求解心电图逆问题的技术的影响。分层不均匀偏心球体系统包含代表肺、肌肉和皮下脂肪的三个区域,并使用有限元进行数值建模。我们模拟了前后球形帽激活前沿。我们研究了基于零阶蒂霍诺夫正则化、截断奇异值分解、我们新的广义特征系统方法以及广义特征系统方法的一种修改的逆解。研究了几何误差、假设电导率中的误差以及均匀躯干假设对逆解的影响。

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