Using machine learning models for cuffless blood pressure estimation with ballistocardiogram and impedance plethysmogram

IntroductionBlood pressure (BP) serves as a crucial parameter in the management of three prevalent chronic diseases, hypertension, cardiovascular diseases, and cerebrovascular diseases. However, the conventional sphygmomanometer, utilizing a cuff, is unsuitable for the approach of mobile health (mHe...

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Bibliographic Details

Published in:	Frontiers in Digital Health
Main Authors:	Shing-Hong Liu, Yao Sun, Bo-Yan Wu, Wenxi Chen, Xin Zhu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-02-01
Subjects:	cuffless blood pressure measurement ballistocardiogram impedance plethysmogram signal quality classification blood pressure estimation
Online Access:	https://www.frontiersin.org/articles/10.3389/fdgth.2025.1511667/full