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人类癫痫中光电容积脉搏波信号的形态学变化研究。

Investigation of Morphological Variations of Photoplethysmography Signal in Human Epilepsy.

作者信息

Safavi Seyede Mahya, Valisharifabad Ninaz, Sabino Robert Christopher, Tran Demi, Lin Jack, Lopour Beth, Chou Pai H

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:2687-2690. doi: 10.1109/EMBC44109.2020.9175400.

Abstract

The purpose of this study is to analyse the ictal variations in peripheral blood flow using photoplethysmogram (PPG) and single lead Electrocardiogram (ECG) signals. 11 subjects with 56 partial seizures were recorded with the PPG sensor worn on their left ankles. 6 different features from PPG pulse morphology related to hemodynamics were derived. The seizures were divided into two groups based on the side of the seizure activity. The investigation of ictal variations in features did not show any significant difference between the seizures' lateralizations. The analysis of latencies of ictal changes in the PPG features revealed the PPG pulse amplitude precede the variations in other PPG features including ictal heart rate variability. In addition, analysis of the effect of seizure lengths on ictal variations showed the seizures' lengths have no significant effect on the feature variation rates.Clinical relevance- Analysis of the extracted PPG features and their timing suggest an increase in vascular resistance due to increase in sympathetic tone which occurs prior to the ictal tachycardia. These variations is independent of the seizures' lengths and lateralizations.

摘要

本研究的目的是利用光电容积脉搏波描记图(PPG)和单导联心电图(ECG)信号分析发作期外周血流的变化。11名患有56次部分性发作的受试者佩戴在左脚踝上的PPG传感器进行记录。从与血流动力学相关的PPG脉搏形态中得出6种不同特征。根据发作活动的部位将发作分为两组。对特征发作期变化的研究未显示发作侧别之间存在任何显著差异。对PPG特征发作期变化潜伏期的分析表明,PPG脉搏振幅先于其他PPG特征的变化,包括发作期心率变异性。此外,对发作时长对发作期变化影响的分析表明,发作时长对特征变化率没有显著影响。临床相关性——对提取的PPG特征及其时间的分析表明,由于发作期心动过速之前交感神经张力增加,血管阻力升高。这些变化与发作时长和侧别无关。

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