ECG-based heart arrhythmia classification using feature engineering and a hybrid stacked machine learning

Abstract A heart arrhythmia refers to a set of conditions characterized by irregular heart- beats, with an increasing mortality rate in recent years. Regular monitoring is essential for effective management, as early detection and timely treatment greatly improve survival outcomes. The electrocardio...

Full description

Bibliographic Details

Published in:	BMC Cardiovascular Disorders
Main Authors:	Raiyan Jahangir, Muhammad Nazrul Islam, Md. Shofiqul Islam, Md. Motaharul Islam
Format:	Article
Language:	English
Published:	BMC 2025-04-01
Subjects:	ECG Heart arrhythmia Machine learning Stack classifier
Online Access:	https://doi.org/10.1186/s12872-025-04678-9