OfficeBP:办公环境下基于PPT的无创血压连续监测

M. Guo, Hongbo Ni, Alex Q. Chen
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引用次数: 1

摘要

血压(BP)作为人类重要的生命体征,反映了心血管系统的生理状态。目前,血压的测量主要是通过袖带传感器收集血管内压力的变化。这是一种人工操作,不能实现连续的血压监测。在这项工作中,我们开发了OfficeBP,一种新型的非侵入式BP监测系统,用于典型的办公环境。OfficeBP依赖于测量一次心跳中脉搏从动脉近端传播到远端之间的脉冲传递时间(PTT)。在计算PTT时,将用户的脸和拇指指尖分别作为起点和终点。提出了一种双通道PPG传感系统,即通过与鼠标集成的低成本光电传感器获得指尖脉冲记录光电体积脉搏波(PPG)。利用图像处理技术,利用基于商用摄像机采集人脸视频帧的远程脉冲传感器(rPPG)获取人脸脉冲。对11名被试在不同的工作条件下,包括外部照明因素和个人内部因素,对OfficeBP进行了评估,得到了舒张压4.81 mmHg、收缩压5.35 mmHg的RMSE结果,证明了该系统在办公环境下的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OfficeBP: noninvasive continuous blood pressure monitoring based on PPT in office environment
Blood pressure (BP), as a crucial vital sign of human beings, reflects the physical state of the cardiovascular system. Currently, blood pressure is mainly measured by collecting the changes in pressure in the vessel using cuff-sensors. It is a manual operation and cannot achieve continuous BP monitoring. In this work, we developed OfficeBP, a novel non-intrusive BP monitoring system for a typical office environment. OfficeBP relies on measuring the pulse transit time (PTT) between the pulse propagate from arterial proximal to the distal site on once heartbeat. For calculating the PTT, the user's face and thumb fingertip are regarded as the start and end points respectively. A twin-channel PPG sensing system is presented, that is, the fingertip pulse recording photoplethysmography (PPG) is obtained by a low-cost photoelectric sensor integrated with a mouse. Using image processing the face pulse is acquired by remote-PPG (rPPG) that based on a commercial off-the-shelf camera collecting facial video frames. OfficeBP was evaluated on 11 participants in different working conditions including the external illumination factor and personal internal factors, and achieved RMSE result of diastolic blood pressure 4.81 mmHg, systolic blood pressure 5.35 mmHg, demonstrate the feasibility of the system in an office environment.
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