Robust Estimation of Unsteady Beat-to-Beat Systolic Blood Pressure Trends Using Photoplethysmography Contextual Cycles

Robust Estimation of Unsteady Beat-to-Beat Systolic Blood Pressure Trends Using Photoplethysmography Contextual Cycles

Hypertension and blood pressure variability (BPV) are major risk factors for cardiovascular disease (CVD). Single-channel photoplethysmography (PPG) has emerged as a promising daily blood pressure (BP) monitoring tool. However, estimating BP trends presents challenges due to complex temporal depende...

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Bibliographic Details
Main Authors: Xinyi Huang, Xianbin Zhang, Richard Millham, Lin Xu, Wanqing Wu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Sensors
Subjects:
health monitoring
cardiovascular disease
blood pressure estimation
photoplethysmography
deep learning
Online Access:https://www.mdpi.com/1424-8220/25/12/3625
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