Multi-scale SE-residual network with transformer encoder for myocardial infarction classification

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Qingyu Yao, Luming Zhang, Wenguang Zheng, Yuxi Zhou, Yingyuan Xiao

Published: 01 Jan 2024, Last Modified: 05 Nov 2025Appl. Soft Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Multi-scale model for MI classification, achieving excellent performance on PTB-XL.•A structure to slice raw ECG signals into overlapping heartbeat units.•SE-residual network and Transformer Encoder for feature extraction.