A Parallel Cross Convolutional Recurrent Neural Network for Automatic Imbalanced ECG Arrhythmia Detection with Continuous Wavelet Transform

A Parallel Cross Convolutional Recurrent Neural Network for Automatic Imbalanced ECG Arrhythmia Detection with Continuous Wavelet Transform

Automatic detection of arrhythmia using electrocardiogram (ECG) and deep learning (DL) is very important to reduce the global death rate from cardiovascular diseases (CVD). Previous studies on automatic arrhythmia detection relied largely on various ECG features and have achieved considerable classi...

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Bibliographic Details
Main Authors: Tabassum Islam Toma, Sunwoong Choi
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
cardiac arrhythmia
convolutional neural network
continuous wavelet transform
electrocardiogram
recurrent neural network
Online Access:https://www.mdpi.com/1424-8220/22/19/7396

Internet

https://www.mdpi.com/1424-8220/22/19/7396

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