NICBPM: Non-invasive cuff-less blood pressure monitor

Ali A. Aboughaly, Danyal Iqbal, M. A. E. Ghany, K. Hofmann
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引用次数: 2

Abstract

An ultra-low power, ultra portable, wearable integrated bio-medical device, the Non-Invasive Cuff-less Blood Pressure Monitor (NICBPM) is proposed to measure the Pulse Transit Time (PTT). The relationship between PTT and Blood Pressure (BP) is investigated using linear and non linear regression models. Simultaneous reading obtained from an FDA approved, commercially available Blood Pressure monitor and the (Electrocardiogram) ECG and (photoplethsymogram) PPG signal from the NICBPM are used to calibrate the device for 30 subjects during cardiopulmonary exercise test. Bland-Altman plots for the linear regression model revealed limits of agreement of −10.6 to 10.6 mmHg for systolic BP (sBP) and −10.5 to 10.5 mmHg for distolic BP (dBP). Bland-Altman plots for the non linear regression model revealed marginally better limits of agreement between −8.5 to 8.5 mmHg for sBP and −6.6 to 6.6 mmHg for dBP. sBP can be estimated from the NICBPM with 99% accuracy and 99% sensitivity.
NICBPM:无创无袖带血压监测仪
提出了一种用于测量脉搏传递时间(PTT)的超低功耗、超便携、可穿戴的集成生物医疗设备——无创无袖带血压监测仪(NICBPM)。采用线性和非线性回归模型研究PTT与血压(BP)的关系。同时从FDA批准的市售血压监测仪和NICBPM(心电图)ECG和(光电容积图)PPG信号获得的读数用于校准30名受试者在心肺运动测试期间的设备。线性回归模型的Bland-Altman图显示收缩压(sBP)和舒张压(dBP)的一致性极限分别为- 10.6至10.6 mmHg和- 10.5至10.5 mmHg。非线性回归模型的Bland-Altman图显示,在收缩压- 8.5 ~ 8.5 mmHg和舒张压- 6.6 ~ 6.6 mmHg之间的一致性界限稍好一些。NICBPM可以以99%的准确度和99%的灵敏度估计收缩压。
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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