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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Veröffentlicht in:	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jg. 2019; S. 3323 - 3326
Hauptverfasser:	Zhang, Jialun, Wu, Dan, Li, Ye
Format:	Tagungsbericht Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.07.2019
Schlagworte:	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-Zugang:	Volltext
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