AIMC Topic: Pulse Wave Analysis
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Estimation of wave reflection in aorta from radial pulse waveform by artificial neural network: a numerical study.
Computer methods and programs in biomedicine
Sep 3, 2019
BACKGROUND AND OBJECTIVE: Wave reflection in aorta has been shown to have incremental value for predicting cardiovascular events. However, its estimation by wave separation analysis (WSA) is complex.
SVR ensemble-based continuous blood pressure prediction using multi-channel photoplethysmogram.
Computers in biology and medicine
Aug 19, 2019
In this paper, a continuous non-occluding blood pressure (BP) prediction method is proposed using multiple photoplethysmogram (PPG) signals. In the new method, BP is predicted by a committee machine or ensemble learning framework comprising multiple ...
A Non-Invasive Continuous Blood Pressure Estimation Approach Based on Machine Learning.
Sensors (Basel, Switzerland)
Jun 6, 2019
Considering the existing issues of traditional blood pressure (BP) measurement methods and non-invasive continuous BP measurement techniques, this study aims to establish the systolic BP and diastolic BP estimation models based on machine learning us...
A Highly Sensitive Pressure-Sensing Array for Blood Pressure Estimation Assisted by Machine-Learning Techniques.
Sensors (Basel, Switzerland)
Feb 19, 2019
This work describes the development of a pressure-sensing array for noninvasive continuous blood pulse-wave monitoring. The sensing elements comprise a conductive polymer film and interdigital electrodes patterned on a flexible Parylene C substrate. ...
Arterial stiffness in normal pregnancy as assessed by digital pulse wave analysis by photoplethysmography - A longitudinal study.
Pregnancy hypertension
Nov 13, 2018
INTRODUCTION: It might in the future be valuable to screen for increased maternal arterial stiffness, i.e. low compliance, since it is associated with development of hypertensive complications in pregnancy. Digital pulse wave analysis (DPA) is an eas...
A Study of Machine-Learning Classifiers for Hypertension Based on Radial Pulse Wave.
BioMed research international
Nov 11, 2018
OBJECTIVE: In this study, machine learning was utilized to classify and predict pulse wave of hypertensive group and healthy group and assess the risk of hypertension by observing the dynamic change of the pulse wave and provide an objective referenc...
Detecting Vascular Age Using the Analysis of Peripheral Pulse.
IEEE transactions on bio-medical engineering
Mar 9, 2018
UNLABELLED: Vascular ageing is known to be accompanied by arterial stiffening and vascular endothelial dysfunction, and represents an independent factor contributing to the development of cardiovascular disease. The microvascular pulse is affected by...
A Novel Neural Network Model for Blood Pressure Estimation Using Photoplethesmography without Electrocardiogram.
Journal of healthcare engineering
Mar 7, 2018
The prevention, evaluation, and treatment of hypertension have attracted increasing attention in recent years. As photoplethysmography (PPG) technology has been widely applied to wearable sensors, the noninvasive estimation of blood pressure (BP) usi...
Humans
Neural Networks, Computer
Databases, Factual
Female
Reproducibility of Results
Electrocardiography
Blood Pressure Determination
Blood Pressure
Pulse Wave Analysis
Critical Care
Pattern Recognition, Automated
Systole
Diastole
Aged
Male
Aged, 80 and over
Middle Aged
Young Adult
Hypertension
Adult
Photoplethysmography
Artificial Intelligence Estimation of Carotid-Femoral Pulse Wave Velocity using Carotid Waveform.
Scientific reports
Jan 17, 2018
In this article, we offer an artificial intelligence method to estimate the carotid-femoral Pulse Wave Velocity (PWV) non-invasively from one uncalibrated carotid waveform measured by tonometry and few routine clinical variables. Since the signal pro...
Regional arterial stiffness in central and peripheral arteries is differentially related to endothelial dysfunction assessed by brachial flow-mediated dilation in metabolic syndrome.
Diabetes & vascular disease research
Dec 28, 2017
The interrelationship between endothelial function and arterial stiffness may be different for central and peripheral arteries due to their structural and functional differences. The study aims to assess the interrelationship between central and peri...
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