Deep-learning-based blood pressure estimation using multi channel photoplethysmogram and finger pressure with attention mechanism

Abstract Recently, several studies have proposed methods for measuring cuffless blood pressure (BP) using finger photoplethysmogram (PPG) signals. This study presents a new BP estimation system that measures PPG signals under progressive finger pressure, making the system relatively robust to errors...

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Bibliographic Details
Main Authors: Jehyun Kyung, Joon-Young Yang, Jeong-Hwan Choi, Joon-Hyuk Chang, Sangkon Bae, Jinwoo Choi, Younho Kim
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36068-6