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首页> 外文期刊>Biomedical and Health Informatics, IEEE Journal of >A Chair–Based Unobtrusive Cuffless Blood Pressure Monitoring System Based on Pulse Arrival Time
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A Chair–Based Unobtrusive Cuffless Blood Pressure Monitoring System Based on Pulse Arrival Time

机译:基于脉冲到达时间的基于椅子的无障碍无袖血压监测系统

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摘要

In this paper, we present an unobtrusive cuffless blood pressure (BP) monitoring system based on pulse arrival time (PAT) for facilitating long-term home BP monitoring. The proposed system consists of an electrocardiograph (ECG), a photoplethysmograph (PPG), and a control circuit with a Bluetooth module, all of which are mounted on a common armchair to measure ECG and PPG signals from users while sitting on the armchair in order to calculate continuous PAT. Considering the good linear correlation of systolic BP (SBP) and the nonlinear correlation of diastolic BP (DBP) with PAT, a new BP estimation method was proposed. Ten subjects underwent BP monitoring experiments involving stationary sitting on a chair, lying on a bed, and pedaling using an ergometer in order to assess the accuracy of the estimated BP. A cuff-type BP monitor was used as reference in the experiments. Results showed that the mean difference of the estimated SBP and DBP was within 0.2 ± 5.8 mmHg (p <; 0.00001) and 0.4 ± 5.7 mmHg (p <; 0.00001), respectively, and the mean absolute difference of the estimated SBP and DBP were 4.4 and 4.6 mmHg, respectively, compared to references. Additionally, five subjects participated in data collections consisting of sitting on a chair twice a day for one month. Compared to the reference, the difference did not obviously increase along with time, even though individualized calibration was executed only once at the beginning. These results suggest that the proposed system has quite the potential for long-term home BP monitoring.
机译:在本文中,我们提出了一种基于脉搏到达时间(PAT)的无干扰的无袖带血压(BP)监测系统,以促进长期的家庭BP监测。拟议的系统由心电图仪(ECG),光电容积描记器(PPG)和带有蓝牙模块的控制电路组成,所有这些模块均安装在普通扶手椅上,以按顺序坐在扶手椅上测量来自用户的ECG和PPG信号计算连续的PAT。考虑到收缩压(SBP)的良好线性相关性和舒张压(DBP)与PAT的非线性相关性,提出了一种新的BP估计方法。十名受试者进行了BP监测实验,包括固定坐在椅子上,躺在床上和使用测力计蹬踏,以评估估计的BP的准确性。实验中以袖带式BP监护仪为参考。结果表明,估计的SBP和DBP的平均差分别在0.2±5.8 mmHg(p <; 0.00001)和0.4±5.7 mmHg(p <; 0.00001)之内,并且估计的SBP和DBP的平均绝对差为与参考相比分别为4.4和4.6 mmHg。此外,五名受试者参加了数据收集,其中包括每天两次坐在椅子上一个月。与参考相比,即使开始只执行一次个性化校准,差异也不会随时间明显增加。这些结果表明,所提出的系统具有长期家庭血压监测的潜力。

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