Interpretable Machine Learning Techniques in ECG-Based Heart Disease Classification: A Systematic Review

Interpretable Machine Learning Techniques in ECG-Based Heart Disease Classification: A Systematic Review

Heart disease is one of the leading causes of mortality throughout the world. Among the different heart diagnosis techniques, an electrocardiogram (ECG) is the least expensive non-invasive procedure. However, the following are challenges: the scarcity of medical experts, the complexity of ECG interp...

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Bibliographic Details
Main Authors: Yehualashet Megersa Ayano, Friedhelm Schwenker, Bisrat Derebssa Dufera, Taye Girma Debelee
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Diagnostics
Subjects:
interpretable
machine learning
IML
ECG
heart disease
Online Access:https://www.mdpi.com/2075-4418/13/1/111

Internet

https://www.mdpi.com/2075-4418/13/1/111

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