Automatic Detection of Sleep Apnea from Single-lead ECG Signal Using Machine Learning
Author:
Affiliation:
1. Indian Institute of Technology Delhi,Department of Electrical Engineering,Delhi,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10094317/10094318/10094459.pdf?arnumber=10094459
Reference17 articles.
1. Smoothing and Differentiation of Data by Simplified Least Squares Procedures.
2. The apnea-ECG database
3. Principal Component Analysis as a Tool for Analyzing Beat-to-Beat Changes in ECG Features: Application to ECG-Derived Respiration
4. Feature and Model Selection on Automatic Sleep Apnea Detection Using ECG;isa;International Conference on Computer Science and Information Systems ICACSIS,2010
5. An algorithm for sleep apnea detection from single-lead ECG using Hermite basis functions
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