Estimating Blood Pressure during Exercise with a Cuffless Sphygmomanometer

Estimating Blood Pressure during Exercise with a Cuffless Sphygmomanometer

Accurately measuring blood pressure (BP) is essential for maintaining physiological health, which is commonly achieved using cuff-based sphygmomanometers. Several attempts have been made to develop cuffless sphygmomanometers. To increase their accuracy and long-term variability, machine learning met...

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Bibliographic Details
Main Authors: Kenta Hayashi, Yuka Maeda, Takumi Yoshimura, Ming Huang, Toshiyo Tamura
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Sensors
Subjects:
blood pressure (BP)
photoplethysmogram (PPG)
skewness signal quality index (SSQI)
feature extraction
long short-term memory (LSTM)
bidirectional LSTM
Online Access:https://www.mdpi.com/1424-8220/23/17/7399

Internet

https://www.mdpi.com/1424-8220/23/17/7399

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