Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

Arrhythmia is a cardiac conduction disorder characterized by irregular heartbeats. Abnormalities in the conduction system can manifest in the electrocardiographic (ECG) signal. However, it can be challenging and time-consuming to visually assess the ECG signals due to the very low amplitudes. Implem...

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Bibliographic Details
Main Authors: Oh, Shu Lih, Ng, Eddie Yin Kwee, Tan, Ru San, Acharya, U. Rajendra
Other Authors: School of Mechanical and Aerospace Engineering
Format: Journal Article
Language:English
Published: 2020
Subjects:
Engineering::Mechanical engineering
Arrhythmia
Ambulatory Electrocardiogram
Online Access:https://hdl.handle.net/10356/136847

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