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Neural Network Based Method for Automatic ECG Arrhythmias Classification

Automatic classification of electrocardiogram (ECG) arrhythmias is essential to timely and early diagnosis of conditions of the heart. In this paper, a new method for ECG arrhythmias classification using wavelet transform (WT) and neural networks (NN) is proposed. Here, we have used a discrete wavel...

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Principais autores: Fereshteh Poorahangaryan, Sona Morajab, Azadeh Kiani Sarkaleh
Format: Artigo
Sprog:Inglês
Udgivet: OICC Press 2024-02-01
Serier:Majlesi Journal of Electrical Engineering
Fag:
Arrhythmia
Discrete Wavelet Transform (DWT)
Electrocardiogram (ECG)
Neural network (NN)
Principal Component Analysis (PCA)
Online adgang:https://oiccpress.com/mjee/article/view/5282
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