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

机译:使用可穿戴系统的ECG和GSR测量和分析:在Anorexia Nervosa青少年的应用

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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.
机译:本研究的目的是测试使用可佩带的传感器和无线技术来测量动态设置的自主神经功能和应力水平的可行性。自主神经功能,研究了可佩戴的带传感胸带的装置获取ECG描记。皮肤电反应(GSR)测量为通过设置在非优势手的手掌和在手腕支撑一个无线采集模块的两个电极的应力水平的指示器。数据的一组的青少年的与神经性厌食症(AN)相比,在静止条件控件获取。从心电图血流速度,平均RR间隔(meanRR),连续差异(RMSSD)低频(LF)和高频率(HF)带和LF / HF比的功率的根均方进行了评估。从GSR均值,中位数,方差,标准偏差,面积最大和最小电导值之间的采样信号和增量的曲线下进行了计算。所有人的患者表现为减少人力资源和增加meanRR和RMSSD。 HF增加,LF下降,LF / HF减少均提示了交感活性的副交感神经患病率。此外,AN呈下降GSR方差,标准偏差和Δ值相对于对照。本研究结果显示,在这项研究中使用穿戴式传感器是可行的,不显眼,因此非常适合年轻患者提供了其中可能在这一人群由心血管疾病高发病率和死亡率负担是最好的家庭环境未来监测手段的结果。

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