HeartNet: Self Multihead Attention Mechanism via Convolutional Network With Adversarial Data Synthesis for ECG-Based Arrhythmia Classification

HeartNet: Self Multihead Attention Mechanism via Convolutional Network With Adversarial Data Synthesis for ECG-Based Arrhythmia Classification

Cardiovascular disease is now one of the leading causes of morbidity and mortality. Electrocardiogram (ECG) is a reliable tool for monitoring the health of the cardiovascular system. Currently, there has been a lot of focus on accurately categorizing heartbeats. There is a high demand for automatic...

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Bibliographic Details
Main Authors: Taki Hasan Rafi, Young Woong Ko
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Arrhythmia
CNN
multi-head attention
GAN
electrocardiography (ECG)
Online Access:https://ieeexplore.ieee.org/document/9889702/

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