Cuff-less and Calibration-free Blood Pressure Estimation Using Convolutional Autoencoder with Unsupervised Feature Extraction

Monitoring blood pressure (BP) in people's daily life in an unobtrusive way is of great significance to prevent cardiovascular disease and its complications. However, most of the current cuff-less BP estimation methods still suffer from two drawbacks including calibration and tedious feature se...

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Bibliographic Details

Published in:	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Vol. 2019; pp. 3323 - 3326
Main Authors:	Zhang, Jialun, Wu, Dan, Li, Ye
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.07.2019
Subjects:	Arterial Pressure Automation Biomedical monitoring Blood Pressure Blood Pressure Determination - instrumentation Calibration Convolution Electrocardiography Encoding Estimation Feature extraction Humans Machine Learning Monitoring Sphygmomanometers
ISSN:	1557-170X, 2694-0604, 1558-4615, 2694-0604
Online Access:	Get full text
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