Multi-type Arrhythmia Classification: Assessment of the Potential of Time and Frequency Domain Features and Different Classifiers

Multi-type Arrhythmia Classification: Assessment of the Potential of Time and Frequency Domain Features and Different Classifiers

Atrial fibrillation (AF) is associated with significant risk of heart failure and consequent death. Its episodic appearance, the wide variety of arrhythmias exhibiting irregular AF-like RR intervals and noises accompanying the ECG acquisition, impede the reliable AF detection. Therefore, the Computi...

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Bibliographic Details
Main Authors: Irena Jekova, Giovanni Bortolan, Todor Stoyanov, Ivan Dotsinsky
Format: Article
Language:English
Published: Bulgarian Academy of Sciences 2020-06-01
Series:International Journal Bioautomation
Subjects:
normal sinus rhythm
atrial fibrillation
other rhythm
noise
neural network
classification tree
linear discriminant analysis
Online Access:http://www.biomed.bas.bg/bioautomation/2020/vol_24.2/files/24.2_05.pdf

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http://www.biomed.bas.bg/bioautomation/2020/vol_24.2/files/24.2_05.pdf

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