Application of higher order statistics for atrial arrhythmia classification.

Roshan Joy Martis,U. Rajendra Acharya,Hari Prasad,Chua Kuang Chua,Choo Min Lim,Jasjit S. Suri

Biomedical Signal Processing and Control（2013）

引用 111|浏览26

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摘要

•Paper compares the classification performance of normal, AF and AFL.•HOS cumulant and bispectrum methods are compared.•ICA coupled with KNN performed better.•It provided 99.50% accuracy and 100% sensitivity.•System has potential applications in cardiovascular screening and diagnosis.

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关键词

Electrocardiogram,Atrial fibrillation,Atrial flutter,Classifier,Higher order spectra,Independent component analysis

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