A continuous cuffless blood pressure measurement from optimal PPG characteristic features using machine learning algorithms

A continuous cuffless blood pressure measurement from optimal PPG characteristic features using machine learning algorithms

Background and objective: Hypertension is a potentially dangerous health condition that can be detected by measuring blood pressure (BP). Blood pressure monitoring and measurement are essential for preventing and treating cardiovascular diseases. Cuff-based devices, on the other hand, are uncomforta...

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Bibliographic Details
Main Authors: Araf Nishan, S. M. Taslim Uddin Raju, Md Imran Hossain, Safin Ahmed Dipto, S. M. Tanvir Uddin, Asif Sijan, Md Abu Shahid Chowdhury, Ashfaq Ahmad, Md Mahamudul Hasan Khan
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Heliyon
Subjects:
Continuous blood pressure (BP)
Photoplethysmogram (PPG)
Feature extraction
Feature selection
Nonlinear regression models
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024038106

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http://www.sciencedirect.com/science/article/pii/S2405844024038106

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