Cuffless Blood Pressure Estimation with Confidence Intervals using Hybrid Feature Selection and Decision Based on Gaussian Process

Cuffless Blood Pressure Estimation with Confidence Intervals using Hybrid Feature Selection and Decision Based on Gaussian Process

Cuffless blood pressure (BP) monitoring is crucial for patients with cardiovascular disease and hypertension. However, conventional BP monitors provide only single-point estimates without confidence intervals. Therefore, the statistical variability in the estimates is indistinguishable from the intr...

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Bibliographic Details
Main Authors: Soojeong Lee, Gyanendra Prasad Joshi, Anish Prasad Shrestha, Chang-Hwan Son, Gangseong Lee
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
cuffless blood pressure estimation
confidence interval
Gaussian processing
hybrid feature selection and decision
F-test
Akaike’s information criterion
Online Access:https://www.mdpi.com/2076-3417/13/2/1221

Internet

https://www.mdpi.com/2076-3417/13/2/1221

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