A Coupling Physics Model for Real-Time 4D Simulation of Cardiac Electromechanics

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Rui Chen, Jiahao Cui, Shuai Li, Aimin Hao
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Abstract

Cardiac simulators can assist in the diagnosis of heart disease and enhance human understanding of this leading cause of mortality. The coupling of multiphysics, such as electrophysiology and active–passive mechanics, in the simulation of the heart poses challenges in utilizing existing methodologies for real-time applications. The low efficiency of physically-based simulation is mostly caused by the need for electrical-stress conduction to use tiny time steps in order to prevent numerical instability. Additionally, the mechanical simulation experiences sluggish convergence when dealing with significant deformation and stiffness, and there are also concerns regarding volume inversion. We provide a coupling physics model that transforms the active–passive dynamics into multiphysics solving constraints, aiming at boosting the real-time efficiency of the cardiac electromechanical simulation. The multiphysics processes are initially divided into two levels: cell-level electrical stimulation and organ-level electrical-stress diffusion/conduction. This separation is achieved by employing operator splitting in combination with the quasi-steady-state method, which simplifies the system equations. Next, utilizing spatial discretization, we employ the matrix-free conjugate gradient approach to solve the electromechanical model, therefore improving the efficiency of the simulation. The experimental results illustrate that our simulation model is capable of replicating intricate cardiac physiological phenomena, including 3D spiral waves and rhythmic contractions. Moreover, our model achieves a significant advancement in real-time computation while maintaining a comparable level of accuracy to current methods. This improvement is advantageous for interactive medical applications.

Abstract Image

用于心脏机电实时四维模拟的耦合物理模型
心脏模拟器可协助诊断心脏病,并提高人类对这一主要致死原因的认识。在心脏模拟中,电生理学和主动-被动力学等多物理场的耦合给利用现有方法进行实时应用带来了挑战。基于物理的模拟效率低,主要是因为电应力传导需要使用极小的时间步长,以防止数值不稳定。此外,在处理重大变形和刚度时,机械模拟会出现收敛迟缓的问题,而且体积反转也令人担忧。我们提供了一种耦合物理模型,将主动-被动动力学转化为多物理解约束,旨在提高心脏机电模拟的实时效率。多物理过程最初分为两个层次:细胞级电刺激和器官级电应力扩散/传导。这种分离是通过结合准稳态方法使用算子拆分来实现的,从而简化了系统方程。接下来,我们利用空间离散化,采用无矩阵共轭梯度法求解机电模型,从而提高了模拟效率。实验结果表明,我们的仿真模型能够复制复杂的心脏生理现象,包括三维螺旋波和节律性收缩。此外,我们的模型在实时计算方面取得了重大进步,同时保持了与现有方法相当的精度水平。这一改进对交互式医疗应用非常有利。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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