Modelling the cardiovascular system for assessing the blood pressure curve.

Mathematics-in-industry case studies Pub Date : 2017-01-01 Epub Date: 2017-04-04 DOI:10.1186/s40929-017-0011-1
T G Myers, Vicent Ribas Ripoll, Anna Sáez de Tejada Cuenca, Sarah L Mitchell, Mark J McGuinness
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引用次数: 9

Abstract

A four compartment model of the cardiovascular system is developed. To allow for easy interpretation and to minimise the number of parameters, an effort was made to keep the model as simple as possible. Using a standard method (Matlab function fminsearch) to calculate the parameter values led to unacceptable run times or non-convergence. Consequently we developed an algorithm which first finds the most important model parameters and uses these as a basis for a four stage process which accurately determines all parameter values. This process is then applied to data from three ICU patients. Good agreement between the model and measured arterial pressure is demonstrated in all cases.

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建立心血管系统模型以评估血压曲线。
建立了心血管系统的四室模型。为了便于解释,并尽量减少参数的数量,我们努力使模型尽可能简单。使用标准方法(Matlab函数fminsearch)计算参数值导致不可接受的运行时间或不收敛。因此,我们开发了一种算法,该算法首先找到最重要的模型参数,并将这些参数作为准确确定所有参数值的四阶段过程的基础。然后将该过程应用于三名ICU患者的数据。在所有情况下,模型与测量动脉压之间的一致性都很好。
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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CiteScore
0.30
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