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Development of a Mathematical Model for Age-Dependent Radial Artery Pulse Wave Analysis Based on Pulse Waveform Decompositionopen access

Authors
Jo, GwanghyunYang, Tae-HeonKim, Jaeuk U.Koo, Jeong-HoiKim, Young-Min
Issue Date
Dec-2019
Publisher
Institute of Electrical and Electronics Engineers Inc.
Keywords
Age-dependent; hemodynamic; radial artery pulse waveform; wave decomposition; wave reflection model
Citation
IEEE Access, v.8, pp 2963 - 2974
Pages
12
Indexed
SCIE
SCOPUS
Journal Title
IEEE Access
Volume
8
Start Page
2963
End Page
2974
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/115191
DOI
10.1109/ACCESS.2019.2962300.
ISSN
2169-3536
Abstract
Radial artery pulse waveforms (RAPWs) have been actively studied for decades because they provide critical health information, particularly related to risk factors of cardiovascular disease. The primary goal of this study is to develop a novel mathematical model that can regenerate age-dependent RAPWs by decomposing a single pulse pressure waveform (PPW). This study proposes to decompose a PPW into three waveform components with one forward wave component and two reflected wave components based on the physiology of pulse waveforms. Treated as basis functions, the three components with associated control parameters are incorporated in the proposed mathematical model. The underlying idea of the model is to generate desired pulse waveforms by combining basis functions whose characteristics depend on selection of control parameter values. For the current study, after determining the nine control parameters of the basis functions by post-processing algorithms, the proposed model for the PPW is derived from a linear combination of the basis functions. Using the model along with in vivo RAPW data, this study evaluates the performance of the model in regenerating PPWs for a wide range of ages from 85 years old to 15 years old. The results show an error of less than 6% between the PPWs numerically derived from the model and the in vivo data for the two key matrixes used in this study (the least-square error norm and the radial augmentation index), validating the effectiveness of the model. The model is applicable for RAPW simulator analysis and development. © 2013 IEEE.
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ERICA 과학기술융합대학 (ERICA 수리데이터사이언스학과)
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