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基于远程光电容积脉搏波信号的心率变异性分析。

Pulse Rate Variability Analysis Using Remote Photoplethysmography Signals.

机构信息

Department of AI & Informatics, Graduate School, Sangmyung University, Hongjimun 2-Gil 20, Jongno-Gu, Seoul 03016, Korea.

R&D Team, Zena Inc., Seoul 04782, Korea.

出版信息

Sensors (Basel). 2021 Sep 17;21(18):6241. doi: 10.3390/s21186241.

Abstract

Pulse rate variability (PRV) refers to the change in the interval between pulses in the blood volume pulse (BVP) signal acquired using photoplethysmography (PPG). PRV is an indicator of the health status of an individual's autonomic nervous system. A representative method for measuring BVP is contact PPG (CPPG). CPPG may cause discomfort to a user, because the sensor is attached to the finger for measurements. In contrast, noncontact remote PPG (RPPG) extracts BVP signals from face data using a camera without the need for a sensor. However, because the existing RPPG is a technology that extracts a single pulse rate rather than a continuous BVP signal, it is difficult to extract additional health status indicators. Therefore, in this study, PRV analysis is performed using lab-based RPPG technology that can yield continuous BVP signals. In addition, we intended to confirm that the analysis of PRV via RPPG can be performed with the same quality as analysis via CPPG. The experimental results confirmed that the temporal and frequency parameters of PRV extracted from RPPG and CPPG were similar. In terms of correlation, the PRVs of RPPG and CPPG yielded correlation coefficients between 0.98 and 1.0.

摘要

脉搏率变异性(PRV)是指使用光体积描记法(PPG)获取的血液体积脉搏(BVP)信号中脉冲之间间隔的变化。PRV 是个体自主神经系统健康状况的指标。测量 BVP 的一种代表性方法是接触式 PPG(CPPG)。CPPG 可能会使用户感到不适,因为传感器需要贴在手指上进行测量。相比之下,非接触式远程 PPG(RPPG)使用相机从面部数据中提取 BVP 信号,而无需传感器。然而,由于现有的 RPPG 是一种提取单一脉搏率而不是连续 BVP 信号的技术,因此很难提取其他健康状况指标。因此,在这项研究中,使用能够产生连续 BVP 信号的基于实验室的 RPPG 技术来进行 PRV 分析。此外,我们旨在确认通过 RPPG 进行 PRV 分析可以达到与通过 CPPG 进行分析相同的质量。实验结果证实,从 RPPG 和 CPPG 提取的 PRV 的时频参数相似。在相关性方面,RPPG 和 CPPG 的 PRV 之间的相关系数在 0.98 到 1.0 之间。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3d4f/8471146/16c1507f7047/sensors-21-06241-g001.jpg

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