An Improved Method of Handling Missing Values in the Analysis of Sample Entropy for Continuous Monitoring of Physiological Signals

An Improved Method of Handling Missing Values in the Analysis of Sample Entropy for Continuous Monitoring of Physiological Signals

Medical devices generate huge amounts of continuous time series data. However, missing values commonly found in these data can prevent us from directly using analytic methods such as sample entropy to reveal the information contained in these data. To minimize the influence of missing points on the...

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Bibliographic Details
Main Authors: Xinzheng Dong, Chang Chen, Qingshan Geng, Zhixin Cao, Xiaoyan Chen, Jinxiang Lin, Yu Jin, Zhaozhi Zhang, Yan Shi, Xiaohua Douglas Zhang
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Entropy
Subjects:
sample entropy
missing values
physiological data
complexity
medical information
Online Access:http://www.mdpi.com/1099-4300/21/3/274

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http://www.mdpi.com/1099-4300/21/3/274

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