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基于多模态光电容积脉搏波描记术的方法用于改善高血压检测

Multimodal Photoplethysmography-Based Approaches for Improved Detection of Hypertension.

作者信息

Welykholowa Kaylie, Hosanee Manish, Chan Gabriel, Cooper Rachel, Kyriacou Panayiotis A, Zheng Dingchang, Allen John, Abbott Derek, Menon Carlo, Lovell Nigel H, Howard Newton, Chan Wee-Shian, Lim Kenneth, Fletcher Richard, Ward Rabab, Elgendi Mohamed

机构信息

Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada.

Research Centre for Biomedical Engineering, City, University of London, London EC1V 0HB, UK.

出版信息

J Clin Med. 2020 Apr 22;9(4):1203. doi: 10.3390/jcm9041203.

DOI:10.3390/jcm9041203
PMID:32331360
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7230564/
Abstract

Elevated blood pressure (BP) is a major cause of death, yet hypertension commonly goes undetected. Owing to its nature, it is typically asymptomatic until later in its progression when the vessel or organ structure has already been compromised. Therefore, noninvasive and continuous BP measurement methods are needed to ensure appropriate diagnosis and early management before hypertension leads to irreversible complications. Photoplethysmography (PPG) is a noninvasive technology with waveform morphologies similar to that of arterial BP waveforms, therefore attracting interest regarding its usability in BP estimation. In recent years, wearable devices incorporating PPG sensors have been proposed to improve the early diagnosis and management of hypertension. Additionally, the need for improved accuracy and convenience has led to the development of devices that incorporate multiple different biosignals with PPG. Through the addition of modalities such as an electrocardiogram, a final measure of the pulse wave velocity is derived, which has been proved to be inversely correlated to BP and to yield accurate estimations. This paper reviews and summarizes recent studies within the period 2010-2019 that combined PPG with other biosignals and offers perspectives on the strengths and weaknesses of current developments to guide future advancements in BP measurement. Our literature review reveals promising measurement accuracies and we comment on the effective combinations of modalities and success of this technology.

摘要

血压升高是主要死因,但高血压通常未被察觉。因其特性,在血管或器官结构已受损的疾病进展后期之前,它通常无症状。因此,需要非侵入性和连续的血压测量方法,以确保在高血压导致不可逆并发症之前进行适当诊断和早期管理。光电容积脉搏波描记法(PPG)是一种非侵入性技术,其波形形态与动脉血压波形相似,因此在血压估计中的可用性引起了人们的兴趣。近年来,已提出采用PPG传感器的可穿戴设备来改善高血压的早期诊断和管理。此外,对提高准确性和便利性的需求促使了结合多种不同生物信号与PPG的设备的开发。通过添加诸如心电图等模式,得出脉搏波速度的最终测量值,事实证明该值与血压呈负相关且能得出准确估计。本文回顾并总结了2010年至2019年期间将PPG与其他生物信号相结合的近期研究,并对当前进展的优缺点提出看法,以指导血压测量的未来发展。我们的文献综述揭示了有前景的测量准确性,并且我们对模式的有效组合以及该技术的成功进行了评论。

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Multimodal Photoplethysmography-Based Approaches for Improved Detection of Hypertension.基于多模态光电容积脉搏波描记术的方法用于改善高血压检测
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本文引用的文献

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Cuffless Single-Site Photoplethysmography for Blood Pressure Monitoring.用于血压监测的无袖带单部位光电容积脉搏波描记法
J Clin Med. 2020 Mar 7;9(3):723. doi: 10.3390/jcm9030723.
2
Multi-Site Photoplethysmography Technology for Blood Pressure Assessment: Challenges and Recommendations.用于血压评估的多部位光电容积脉搏波描记术技术:挑战与建议
J Clin Med. 2019 Nov 1;8(11):1827. doi: 10.3390/jcm8111827.
3
The use of photoplethysmography for assessing hypertension.使用光电容积脉搏波描记法评估高血压。
可穿戴设备在血压监测和高血压管理中的作用:一项系统综述。
Cureus. 2024 Dec 3;16(12):e75050. doi: 10.7759/cureus.75050. eCollection 2024 Dec.
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Heart Rate Variability Measurement through a Smart Wearable Device: Another Breakthrough for Personal Health Monitoring?通过智能可穿戴设备进行心率变异性测量:个人健康监测的又一突破?
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PPGFeat: a novel MATLAB toolbox for extracting PPG fiducial points.PPGFeat:一个用于提取PPG基准点的新型MATLAB工具箱。
Front Bioeng Biotechnol. 2023 Jun 9;11:1199604. doi: 10.3389/fbioe.2023.1199604. eCollection 2023.
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Accuracy of non-invasive cuffless blood pressure in the intensive care unit: Promises and challenges.重症监护病房中无创无袖带血压测量的准确性:前景与挑战。
Front Med (Lausanne). 2023 Apr 17;10:1154041. doi: 10.3389/fmed.2023.1154041. eCollection 2023.
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Wearable Continuous Blood Pressure Monitoring Devices Based on Pulse Wave Transit Time and Pulse Arrival Time: A Review.基于脉搏波传播时间和脉搏波到达时间的可穿戴式连续血压监测设备:综述
Materials (Basel). 2023 Mar 7;16(6):2133. doi: 10.3390/ma16062133.
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