AIMC Topic: Pulse Wave Analysis
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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...
Critical Care
Pattern Recognition, Automated
Systole
Diastole
Adult
Male
Middle Aged
Hypertension
Blood Pressure Determination
Blood Pressure
Pulse Wave Analysis
Photoplethysmography
Electrocardiography
Reproducibility of Results
Aged
Aged, 80 and over
Humans
Young Adult
Neural Networks, Computer
Databases, Factual
Female
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...
Mechanisms of pulse pressure amplification dipping pattern during sleep time: the SAFAR study.
Journal of the American Society of Hypertension : JASH
Dec 14, 2017
The difference in pulse pressure (PP) between peripheral arteries and the aorta, called pulse pressure amplification (PPamp), is a well-described physiological phenomenon independently associated with cardiovascular events. Recent studies suggest tha...
Supervised learning methods for pathological arterial pulse wave differentiation: A SVM and neural networks approach.
International journal of medical informatics
Oct 31, 2017
OBJECTIVE: The main goal of this study was to develop an automatic method based on supervised learning methods, able to distinguish healthy from pathologic arterial pulse wave (APW), and those two from noisy waveforms (non-relevant segments of the si...
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