Continuous Blood Pressure Estimation Using Exclusively Photopletysmography by LSTM-Based Signal-to-Signal Translation

Continuous Blood Pressure Estimation Using Exclusively Photopletysmography by LSTM-Based Signal-to-Signal Translation

Monitoring continuous BP signal is an important issue, because blood pressure (BP) varies over days, minutes, or even seconds for short-term cases. Most of photoplethysmography (PPG)-based BP estimation methods are susceptible to noise and only provides systolic blood pressure (SBP) and diastolic bl...

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Bibliographic Details
Main Authors: Latifa Nabila Harfiya, Ching-Chun Chang, Yung-Hui Li
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
blood pressure estimation
photopletysmography
deep learning
LSTM
autoencoder
signal-to-signal translation
Online Access:https://www.mdpi.com/1424-8220/21/9/2952

Internet

https://www.mdpi.com/1424-8220/21/9/2952

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