用伊藤演算估计心脏周期射血期的时变参数。

Ahmed S Abutaleb, J Melbin
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引用次数: 2

摘要

多年来,对描述左、右心室的时变参数(顺应性、阻力和惯性)的评估一直备受关注。分析通常涉及关于能量贡献或参数本身性质的特定断言。通过将先前的假设限制为原始数据测量可能是有噪声的并且参数是非负的,用更一般的方法来处理这个问题是有趣的。这里使用时间多项式模型来展开每个参数。利用极大似然法和随机演算,从观测数据估计多项式的系数。最后利用未处理的压力和流量数据对泵的方程进行了完整的计算,并给出了计算方法。
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The estimation of the cardiac time-varying parameters during the ejection phase of the cardiac cycle using the Ito calculus.

Evaluation of the time-varying parameters (Compliance, Resistance, and Inertance) that describe the right and left ventricles has been of interest for some years. Analyses usually involve a particular assertion regarding energy contributions or of the nature of the parameters themselves. It is of interest to engage the issue with a more general approach by restricting prior assumptions only to that raw data measurement may be noisy and that the parameters are non negative. Here a polynomial in time model is utilized to develop each parameter. Coefficients of the polynomials are estimated from the observed data with use of the maximum likelihood method and stochastic calculus. The pump equation was finally evaluated in full from un-processed pressure and flow data and the method is provided herein.

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