An interpretable electrocardiogram-based model for predicting arrhythmia and ischemia in cardiovascular disease

An interpretable electrocardiogram-based model for predicting arrhythmia and ischemia in cardiovascular disease

Introduction: Cardiovascular disease (CVD) is a leading cause of death and disability globally, with ischemia and arrhythmias being critical contributors. Ischemia, due to reduced myocardial blood flow, can lead to sudden cardiac death, while arrhythmias, marked by abnormal heart rhythms, are common...

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Bibliographic Details
Main Authors: Tanjila Alam Sathi, Rafsan Jany, Razia Zaman Ela, AKM Azad, Salem Ali Alyami, Md Azam Hossain, Iqram Hussain
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Cardiovascular disease
Electrocardiogram
Arrhythmia
Ischemia
Machine-learning
Interpretability
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024016347
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