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A Physiological Model-Based Study of Flow-Mediated Dilation in Peripheral Arteries Using Finger Photoplethysmogram Signal

机译:使用手指光增性倍数信号的外周动脉流动介导扩张的基于生理模型研究

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Flow-mediated dilation measurement in the brachial artery using ultrasound imaging (FMD-US) is a common noninvasive procedure for endothelial function evaluation in the peripheral arteries. As FMD-US is operator-dependent and involves onerous equipment, its use has been mostly confined to research settings. In this paper, we propose to use the more accessible finger photoplethysmogram signal in conjunction with the FMD test (FMD-PPG) as a surrogate method. To this end, a tube-load physiological model of the upper arterial path in the arm is developed. Signals acquired from young and elderly subjects (N=20) are then investigated using model parameter estimation by the genetic algorithm. Our results show that the estimated parameter values for the elderly group in baseline are significantly different from that in the young group (p<0.05), and the parameter changes in cuff release interval are consistent with existing literature. Therefore, the presented FMD-PPG may hold a great potential in non-invasively assessing the endothelial function.
机译:使用超声成像(FMD-US)的臂动脉中的流动介导的扩张测量是外周动脉内皮函数评估的常见非侵入性过程。由于FMD-US是依赖的操作员并且涉及繁重的设备,其使用主要是限于研究设置。在本文中,我们建议使用更可易于的手指光学仪器传言信号与FMD测试(FMD-PPG)作为替代方法。为此,开发了臂中上部动脉路径的管载生理模型。然后使用遗传算法使用模型参数估计来研究从年轻和老年人(n = 20)获取的信号。我们的研究结果表明,基线中老年群的估计参数值与年轻组(P <0.05)有显着差异(P <0.05),袖带释放间隔中的参数变化与现有文献一致。因此,所呈现的FMD-PPG可以在非侵入性评估内皮功能中具有巨大潜力。

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