PPG Signals-Based Blood-Pressure Estimation Using Grid Search in Hyperparameter Optimization of CNN–LSTM

PPG Signals-Based Blood-Pressure Estimation Using Grid Search in Hyperparameter Optimization of CNN–LSTM

Researchers commonly use continuous noninvasive blood-pressure measurement (cNIBP) based on photoplethysmography (PPG) signals to monitor blood pressure conveniently. However, the performance of the system still needs to be improved. Accuracy and precision in blood-pressure measurements are critical...

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Bibliographic Details
Main Authors: Nurul Qashri Mahardika T, Yunendah Nur Fuadah, Da Un Jeong, Ki Moo Lim
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Diagnostics
Subjects:
photoplethysmography (PPG)
blood pressure
grid search
convolutional neural network
long short-term memory
Online Access:https://www.mdpi.com/2075-4418/13/15/2566

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https://www.mdpi.com/2075-4418/13/15/2566

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