生理应激时脉搏到达时间-心期相互作用的传递熵分析

Chiara Barà, R. Pernice, Laura Sparacino, S. Mangione, M. Javorka, L. Faes
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引用次数: 0

摘要

虽然心期(HP)变异性是评估心血管振荡最广泛使用的测量方法,但将其与脉冲到达时间(PAT)变异性相结合的评估可能提供有关心脏动力学和心血管相互作用的额外信息。在这项研究中,我们使用无模型(k-近邻)和线性参数估计器计算了76名受试者在休息、直立和精神压力下从PAT到HP的传递熵。我们的结果显示了这两个变量之间的信息流如何取决于生理条件,以及在直立应力期间非线性测量如何比线性测量捕获更多的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transfer Entropy Analysis of Pulse Arrival Time - Heart Period Interactions during Physiological Stress
Although Heart Period (HP) variability is the most widely used measure to assess cardiovascular oscillations, its evaluation combined with that of Pulse Arrival Time (PAT) variability may provide additional information about cardiac dynamics and cardiovascular interactions. In this study, we computed the transfer entropy from PAT to HP in 76 subjects monitored at rest and during orthostatic and mental stress using both a model-free (k-Nearest Neighbors) and a linear parametric estimator. Our results show how the information flow between these two variables depends on the physiological condition and how the nonlinear measure captures more information than the linear one during orthostatic stress.
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