A Neural Network-based method for continuous blood pressure estimation from a PPG signal
Y Kurylyak, F Lamonaca… - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
There is a relation, not always linear, between the blood pressure and the pulse duration,
obtained from photoplethysmography (PPG) signal. In order to estimate the blood pressure …
obtained from photoplethysmography (PPG) signal. In order to estimate the blood pressure …
Blood pressure estimation using photoplethysmography only: comparison between different machine learning approaches
Introduction. Blood pressure (BP) has been a potential risk factor for cardiovascular
diseases. BP measurement is one of the most useful parameters for early diagnosis …
diseases. BP measurement is one of the most useful parameters for early diagnosis …
Classification of blood pressure in critically ill patients using photoplethysmography and machine learning
E Mejía-Mejía, JM May, M Elgendi… - Computer methods and …, 2021 - Elsevier
Objective: The aim of this study was to evaluate the capability of features extracted from
photoplethysmography (PPG) based Pulse Rate Variability (PRV) to classify hypertensive …
photoplethysmography (PPG) based Pulse Rate Variability (PRV) to classify hypertensive …
An estimation method of continuous non-invasive arterial blood pressure waveform using photoplethysmography: A U-Net architecture-based approach
T Athaya, S Choi - Sensors, 2021 - mdpi.com
Blood pressure (BP) monitoring has significant importance in the treatment of hypertension
and different cardiovascular health diseases. As photoplethysmogram (PPG) signals can be …
and different cardiovascular health diseases. As photoplethysmogram (PPG) signals can be …
Estimating blood pressure using Windkessel model on photoplethysmogram
Simple and non-invasive methods to estimate vital signs are very important for preventive
healthcare. In this paper, we present a methodology to estimate Blood Pressure (BP) using …
healthcare. In this paper, we present a methodology to estimate Blood Pressure (BP) using …
PPG-based methods for non invasive and continuous blood pressure measurement: An overview and development issues in body sensor networks
G Fortino, V Giampà - 2010 IEEE International Workshop on …, 2010 - ieeexplore.ieee.org
Non invasive and continuous measurement of blood pressure can enable an effective 24/7
monitoring of hypertensive patients to timely prevent cardiovascular problems and precisely …
monitoring of hypertensive patients to timely prevent cardiovascular problems and precisely …
Blood pressure estimation from appropriate and inappropriate PPG signals using A whole-based method
Background and objective Blood pressure (BP) is one of the four vital signals that provides
valuable medical information about the cardiovascular activity. In recent years, extensive …
valuable medical information about the cardiovascular activity. In recent years, extensive …
Continuous blood pressure estimation based on multiple parameters from eletrocardiogram and photoplethysmogram by Back-propagation neural network
Z Xu, J Liu, X Chen, Y Wang, Z Zhao - Computers in Industry, 2017 - Elsevier
The cuff-less continuous blood pressure monitoring provides reliable and invaluable
information about the individuals' health condition. Conventional sphygmomanometer with a …
information about the individuals' health condition. Conventional sphygmomanometer with a …
A blood pressure prediction method based on imaging photoplethysmography in combination with machine learning
M Rong, K Li - Biomedical Signal Processing and Control, 2021 - Elsevier
This paper proposes a non-contact blood pressure implement (NCBP) system based on
imaging photoplethysmography (IPPG) The system collects facial videos through a webcam …
imaging photoplethysmography (IPPG) The system collects facial videos through a webcam …
Continuous PPG-based blood pressure monitoring using multi-linear regression
S Haddad, A Boukhayma… - IEEE journal of …, 2021 - ieeexplore.ieee.org
In this work, we present a photoplethy smography-based blood pressure monitoring
algorithm (PPG-BPM) that solely requires a photoplethysmography (PPG) signal. The …
algorithm (PPG-BPM) that solely requires a photoplethysmography (PPG) signal. The …