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...

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Bibliografische Detailangaben

Hauptverfasser:	Raiyan Jahangir, Muhammad Nazrul Islam, Md. Shofiqul Islam, Md. Motaharul Islam
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	BMC 2025-04-01
Schriftenreihe:	BMC Cardiovascular Disorders
Schlagworte:	ECG Heart arrhythmia Machine learning Stack classifier
Online-Zugang:	https://doi.org/10.1186/s12872-025-04678-9
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