论文标题

用于建模心脏功能的集成平滑粒子流体动力框架

An integrative smoothed particle hydrodynamics framework for modeling cardiac function

论文作者

Zhang, Chi, Wang, Jianhang, Rezavand, Massoud, Wu, Dong, Hu, Xiangyu

论文摘要

心脏功能的数学建模可以提供基于增强的基于模拟的诊断工具,以补充和扩展人类对心脏疾病的理解,这代表了全球死亡的最常见原因。作为开发统一的无网状方法的现实起点,在此,我们提出了一个集成平滑的粒子流体动力学(SPH)框架,用于解决心脏功能的原理仿真,包括心脏生理学,被动机械响应和机电辅助。 To that end, several algorithms, e.g., splitting reaction-by-reaction method combined with quasi-steady-state (QSS) solver , anisotropic SPH-diffusion discretization and total Lagrangian SPH formulation, are introduced and exploited for dealing with the fundamental challenges of developing integrative SPH framework for simulating cardiac function, namely, (i) the correct capturing of the stiff dynamics of跨膜电势和门控变量,(ii)稳定预测心肌的大变形和强烈的各向异性行为,以及(iii)电动机械反馈的电生理学和组织力学的正确耦合。一组数字示例证明了当前SPH框架的有效性和鲁棒性,并使其成为一个潜在且强大的替代方案,可以增强目前的总心脏建模和临床应用。

Mathematical modeling of cardiac function can provide augmented simulation-based diagnosis tool for complementing and extending human understanding of cardiac diseases which represent the most common cause of worldwide death. As the realistic starting-point for developing an unified meshless approach for total heart modeling, herein we propose an integrative smoothed particle hydrodynamics (SPH) framework for addressing the simulation of the principle aspects of cardiac function, including cardiac electrophysiology, passive mechanical response and electromechanical coupling. To that end, several algorithms, e.g., splitting reaction-by-reaction method combined with quasi-steady-state (QSS) solver , anisotropic SPH-diffusion discretization and total Lagrangian SPH formulation, are introduced and exploited for dealing with the fundamental challenges of developing integrative SPH framework for simulating cardiac function, namely, (i) the correct capturing of the stiff dynamics of the transmembrane potential and the gating variables , (ii) the stable predicting of the large deformations and the strongly anisotropic behavior of the myocardium, and (iii) the proper coupling of electrophysiology and tissue mechanics for electromechanical feedback. A set of numerical examples demonstrate the effectiveness and robustness of the present SPH framework, and render it a potential and powerful alternative that can augment current lines of total cardiac modeling and clinical applications.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源