HCTG-Net: A Hybrid CNN–Transformer Network with Gated Fusion for Automatic ECG Arrhythmia Diagnosis

Accurate detection of cardiac arrhythmias from electrocardiogram (ECG) signals is essential for the early diagnosis of cardiovascular diseases but remains challenging due to the complex, non-linear nature of ECG waveforms. This study proposes HCTG-Net, a Hybrid CNN–Transformer Network with Gated Fus...

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Príomhchruthaitheoirí:	Ni Xiong, Zibo Wei, Xuehua Wang, Yan Wang, Zhaohui Wang
Formáid:	Artigo
Teanga:	Inglês
Foilsithe / Cruthaithe:	MDPI AG 2025-11-01
Sraith:	Bioengineering
Ábhair:	ECG arrhythmia detection hybrid CNN–Transformer gated fusion deep learning biomedical signal processing cardiovascular diagnosis
Rochtain ar líne:	https://www.mdpi.com/2306-5354/12/11/1268
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HCTG-Net: A Hybrid CNN–Transformer Network with Gated Fusion for Automatic ECG Arrhythmia Diagnosis

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