Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

Myocardial infarction (MI) accounts for a high number of deaths globally. In acute MI, accurate electrocardiography (ECG) is important for timely diagnosis and intervention in the emergency setting. Machine learning is increasingly being explored for automated computer-aided ECG diagnosis of cardiov...

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Bibliographic Details
Main Authors: Jahmunah, V., Ng, Eddie Yin Kwee, Tan, Ru-San, Oh, Shu Lih, Acharya, U. Rajendra
Other Authors: School of Mechanical and Aerospace Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Mechanical engineering
Myocardial Infarction
Deep Learning
Online Access:https://hdl.handle.net/10356/163633

Internet

https://hdl.handle.net/10356/163633

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