A Low-Complexity Model-Free Approach for Real-Time Cardiac Anomaly Detection Based on Singular Spectrum Analysis and Nonparametric Control Charts

A Low-Complexity Model-Free Approach for Real-Time Cardiac Anomaly Detection Based on Singular Spectrum Analysis and Nonparametric Control Charts

While the importance of continuous monitoring of electrocardiographic (ECG) or photoplethysmographic (PPG) signals to detect cardiac anomalies is generally accepted in preventative medicine, there remain numerous challenges to its widespread adoption. Most notably, difficulties arise regarding cruci...

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Bibliographic Details
Main Author: Michael Lang
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Technologies
Subjects:
nonparametric change point detection
singular spectrum analysis
cumulative sums
ECG
PPG
arrhythmias
cardiac monitoring
Online Access:http://www.mdpi.com/2227-7080/6/1/26

Internet

http://www.mdpi.com/2227-7080/6/1/26

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