CardioPatternFormer: Pattern-Guided Attention for Interpretable ECG Classification with Transformer Architecture

Berat Kutay Uğraş, Ömer Nezih Gerek, İbrahim Talha Saygı

Accurate ECG interpretation is vital, yet complex cardiac data and "black-box" AI models limit clinical utility. Inspired by Transformer architectures' success in NLP for understan…