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一种用于心血管设备测试的混合实验-计算建模框架。

A Hybrid Experimental-Computational Modeling Framework for Cardiovascular Device Testing.

作者信息

Kung Ethan, Farahmand Masoud, Gupta Akash

机构信息

Department of Mechanical Engineering,Clemson University,Clemson, SC 29634.

Department of Bioengineering,Clemson University,Clemson, SC 29634e-mail:

出版信息

J Biomech Eng. 2019 May 1;141(5). doi: 10.1115/1.4042665.

DOI:10.1115/1.4042665
PMID:30698632
Abstract

Significant advances in biomedical science often leverage powerful computational and experimental modeling platforms. We present a framework named physiology simulation coupled experiment ("PSCOPE") that can capitalize on the strengths of both types of platforms in a single hybrid model. PSCOPE uses an iterative method to couple an in vitro mock circuit to a lumped-parameter numerical simulation of physiology, obtaining closed-loop feedback between the two. We first compared the results of Fontan graft obstruction scenarios modeled using both PSCOPE and an established multiscale computational fluid dynamics method; the normalized root-mean-square error values of important physiologic parameters were between 0.1% and 2.1%, confirming the fidelity of the PSCOPE framework. Next, we demonstrate an example application of PSCOPE to model a scenario beyond the current capabilities of multiscale computational methods-the implantation of a Jarvik 2000 blood pump for cavopulmonary support in the single-ventricle circulation; we found that the commercial Jarvik 2000 controller can be modified to produce a suitable rotor speed for augmenting cardiac output by approximately 20% while maintaining blood pressures within safe ranges. The unified modeling framework enables a testing environment which simultaneously operates a medical device and performs computational simulations of the resulting physiology, providing a tool for physically testing medical devices with simulated physiologic feedback.

摘要

生物医学科学的重大进展往往借助强大的计算和实验建模平台。我们提出了一个名为生理模拟耦合实验(“PSCOPE”)的框架,该框架可以在单个混合模型中利用这两种平台的优势。PSCOPE使用一种迭代方法将体外模拟电路与生理集总参数数值模拟相结合,在两者之间获得闭环反馈。我们首先比较了使用PSCOPE和既定的多尺度计算流体动力学方法对Fontan移植梗阻情况进行建模的结果;重要生理参数的归一化均方根误差值在0.1%至2.1%之间,证实了PSCOPE框架的保真度。接下来,我们展示了PSCOPE的一个示例应用,用于对多尺度计算方法目前无法处理的情况进行建模——在单心室循环中植入用于腔肺支持的Jarvik 2000血泵;我们发现,可以对商用Jarvik 2000控制器进行修改,以产生合适的转子速度,在将血压维持在安全范围内的同时,使心输出量增加约20%。这个统一的建模框架提供了一个测试环境,能够同时操作医疗设备并对由此产生的生理状况进行计算模拟,为通过模拟生理反馈对医疗设备进行物理测试提供了一种工具。

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