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心脏电生理学中时空离散化影响的数值研究。

A numerical study on the effects of spatial and temporal discretization in cardiac electrophysiology.

机构信息

Institute for Structural Analysis, Technische Universität Dresden, Dresden, Germany.

出版信息

Int J Numer Method Biomed Eng. 2021 May;37(5):e3443. doi: 10.1002/cnm.3443. Epub 2021 Feb 21.

Abstract

Millions of degrees of freedom are often required to accurately represent the electrophysiology of the myocardium due to the presence of discretization effects. This study seeks to explore the influence of temporal and spatial discretization on the simulation of cardiac electrophysiology in conjunction with changes in modeling choices. Several finite element analyses are performed to examine how discretization affects solution time, conduction velocity and electrical excitation. Discretization effects are considered along with changes in the electrophysiology model and solution approach. Two action potential models are considered: the Aliev-Panfilov model and the ten Tusscher-Noble-Noble-Panfilov model. The solution approaches consist of two time integration schemes and different treatments for solving the local system of ordinary differential equations. The efficiency and stability of the calculation approaches are demonstrated to be dependent on the action potential model. The dependency of the conduction velocity on the element size and time step is shown to be different for changes in material parameters. Finally, the discrepancies between the wave propagation in coarse and fine meshes are analyzed based on the temporal evolution of the transmembrane potential at a node and its neighboring Gauss points. Insight obtained from this study can be used to suggest new methods to improve the efficiency of simulations in cardiac electrophysiology.

摘要

由于存在离散化效应,通常需要数百万个自由度才能准确表示心肌的电生理特性。本研究旨在探讨在建模选择变化的情况下,时空离散化对心脏电生理模拟的影响。进行了几项有限元分析,以研究离散化如何影响解的时间、传导速度和电兴奋。考虑了离散化效应以及电生理模型和求解方法的变化。考虑了两种动作电位模型:Aliev-Panfilov 模型和 ten Tusscher-Noble-Noble-Panfilov 模型。求解方法包括两种时间积分方案和求解局部常微分方程组的不同方法。结果表明,计算方法的效率和稳定性取决于动作电位模型。还表明,对于材料参数的变化,传导速度对单元大小和时间步长的依赖性是不同的。最后,根据节点处的跨膜电位及其相邻高斯点的时间演化,分析了粗网格和细网格中波传播的差异。从这项研究中获得的见解可用于提出改进心脏电生理模拟效率的新方法。

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