Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey

The arterial pulse wave is a physiological signal which can reflect the function of the human cardiovascular system. Owing to the measurement being convenient and safe, radial pulse waves have been often used in noninvasive monitoring of human health, which can further reflect the health status of t...

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Autores principales:	Jinzhong Yang, Lin Yang, Wenyan Liu, Shuo Du, Lisheng Xu, Guangyu He, Alberto Avolio, Yudong Yao
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Radial artery pulse wave waveform processing feature extraction pattern classification parameter estimation Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/f3a1e3510f85411e8292e93d0e5c4212
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spelling	oai:doaj.org-article:f3a1e3510f85411e8292e93d0e5c42122021-12-03T00:01:03ZAnalysis of the Radial Pulse Wave and its Clinical Applications: A Survey2169-353610.1109/ACCESS.2021.3128916https://doaj.org/article/f3a1e3510f85411e8292e93d0e5c42122021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9618944/https://doaj.org/toc/2169-3536The arterial pulse wave is a physiological signal which can reflect the function of the human cardiovascular system. Owing to the measurement being convenient and safe, radial pulse waves have been often used in noninvasive monitoring of human health, which can further reflect the health status of the cardiovascular system, including information of the aorta and peripheral arteries. Moreover, radial pulse waves can assist clinical diagnosis in the prevention and treatment of cardiovascular disease. This paper systematically reviews the progress in analysis of pulse wave analysis, including pulse wave acquisition, waveform processing, pattern classification, parameter estimation, and clinical applications. In terms of waveform acquisition, this paper reviews a variety of methods to obtain radial pulse waves, including tonometry, photoplethysmography, ultrasound manometry, and flexible tactile pressure sensors. In the aspect of waveform processing, this paper summarizes the methods of radial pulse waves preprocessing and feature extraction. With the rapid development of machine learning and deep learning algorithms, radial pulse waves can be used to identify the status of human cardiovascular systems and to estimate parameters related to cardiovascular function. This paper also discusses the applications of radial pulse waves in clinical practice, including cardiovascular function evaluation and pulse diagnosis in traditional Chinese medicine. Some open-source databases and analysis software are also listed. The current development trend, challenges, and future directions of analysis of radial pulse waves are also offered.Jinzhong YangLin YangWenyan LiuShuo DuLisheng XuGuangyu HeAlberto AvolioYudong YaoIEEEarticleRadial arterypulse wavewaveform processingfeature extractionpattern classificationparameter estimationElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 157940-157959 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Radial artery pulse wave waveform processing feature extraction pattern classification parameter estimation Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Radial artery pulse wave waveform processing feature extraction pattern classification parameter estimation Electrical engineering. Electronics. Nuclear engineering TK1-9971 Jinzhong Yang Lin Yang Wenyan Liu Shuo Du Lisheng Xu Guangyu He Alberto Avolio Yudong Yao Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey
description	The arterial pulse wave is a physiological signal which can reflect the function of the human cardiovascular system. Owing to the measurement being convenient and safe, radial pulse waves have been often used in noninvasive monitoring of human health, which can further reflect the health status of the cardiovascular system, including information of the aorta and peripheral arteries. Moreover, radial pulse waves can assist clinical diagnosis in the prevention and treatment of cardiovascular disease. This paper systematically reviews the progress in analysis of pulse wave analysis, including pulse wave acquisition, waveform processing, pattern classification, parameter estimation, and clinical applications. In terms of waveform acquisition, this paper reviews a variety of methods to obtain radial pulse waves, including tonometry, photoplethysmography, ultrasound manometry, and flexible tactile pressure sensors. In the aspect of waveform processing, this paper summarizes the methods of radial pulse waves preprocessing and feature extraction. With the rapid development of machine learning and deep learning algorithms, radial pulse waves can be used to identify the status of human cardiovascular systems and to estimate parameters related to cardiovascular function. This paper also discusses the applications of radial pulse waves in clinical practice, including cardiovascular function evaluation and pulse diagnosis in traditional Chinese medicine. Some open-source databases and analysis software are also listed. The current development trend, challenges, and future directions of analysis of radial pulse waves are also offered.
format	article
author	Jinzhong Yang Lin Yang Wenyan Liu Shuo Du Lisheng Xu Guangyu He Alberto Avolio Yudong Yao
author_facet	Jinzhong Yang Lin Yang Wenyan Liu Shuo Du Lisheng Xu Guangyu He Alberto Avolio Yudong Yao
author_sort	Jinzhong Yang
title	Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey
title_short	Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey
title_full	Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey
title_fullStr	Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey
title_full_unstemmed	Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey
title_sort	analysis of the radial pulse wave and its clinical applications: a survey
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/f3a1e3510f85411e8292e93d0e5c4212
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Analysis of the Radial Pulse Wave and its Clinical Applications: A Survey

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