ECG and GSR measure and analysis using wearable systems: Application in anorexia nervosa adolescents

G. Crifaci, L. Billeci, G. Tartarisco, R. Balocchi, G. Pioggia, E. Brunori, S. Maestro, M. Morales
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引用次数: 26

Abstract

The objective of this study was to test the feasibility of using wearable sensors and wireless technology to measure the autonomic function and stress level in the ambulatory setting. Autonomic function was studied acquiring ECG tracings by means of a wearable sensorized chest strap. Galvanic skin response (GSR) was measured as an indicator of stress level by two electrodes positioned on the palm of the non dominant hand and a wireless acquisition module in a wrist support. Data were acquired in a group of young adolescents with anorexia nervosa (AN) as compared to controls in resting conditions. From ECG the tachogram, the mean RR intervals (meanRR), the root mean square of successive differences (RMSSD) the power of low frequency (LF) and high frequency (HF) bands and the LF/HF ratio were assessed. From GSR mean, median, variance, standard deviation, area under the curve of the sampled signal and delta between maximum and minimum conductance values were computed. All AN patients showed reduced HR and increased meanRR and RMSSD. HF increase, LF decrease and LF/HF reduction were suggestive of prevalence of parasympathetic over sympathetic activity. Additionally, AN showed a decreased GSR variance, standard deviation and delta value with respect to controls. The results of this study show that wearable sensors used in this study were feasible, unobtrusive and therefore extremely suitable for young patients providing the means for future monitoring in the home setting which may be preferable in this population burdened by high cardiovascular morbidity and mortality.
使用可穿戴系统测量和分析ECG和GSR:在神经性厌食症青少年中的应用
本研究的目的是测试使用可穿戴传感器和无线技术在门诊环境中测量自主神经功能和应激水平的可行性。自主神经功能的研究是通过可穿戴的传感胸带获取心电追踪。皮肤电反应(GSR)作为应力水平的指标,通过放置在非惯用手手掌上的两个电极和手腕支架中的无线采集模块进行测量。数据是在一组患有神经性厌食症(AN)的青少年中获得的,与静息条件下的对照组相比。从心电图、速度图、平均RR间隔(meanRR)、连续差均方根(RMSSD)、低频(LF)和高频(HF)频段功率及低频/高频比进行评估。从GSR均值、中位数、方差、标准差、采样信号曲线下面积以及最大和最小电导值之差计算。所有AN患者的HR均降低,平均rr和RMSSD均升高。HF升高、LF降低和LF/HF降低提示副交感神经活动高于交感神经活动。此外,与对照组相比,AN显示GSR方差、标准差和δ值降低。这项研究的结果表明,在这项研究中使用的可穿戴传感器是可行的,不引人注目的,因此非常适合年轻患者,为未来的家庭环境监测提供了手段,这可能是这一人群负担高心血管发病率和死亡率的首选。
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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