A novel transformer‐based ECG dimensionality reduction stacked auto‐encoders for arrhythmia beat detection

Abstract

Compared to other existing ECG-based arrhythmia detection methods, our proposed approach exhibits improved detection accuracy and stronger generalization for arrhythmia beats. Additionally, the use of the record-based data division method makes our approach more suitable for clinical practice.