SAPTSTA-AnoECG: a PatchTST-based ECG anomaly detection method with subtractive attention and data augmentation

An electrocardiogram (ECG) is a crucial noninvasive medical diagnostic method that enables real-time monitoring of the electrical activity of the heart. ECGs hold a significant position in the rapid diagnosis and routine monitoring of cardiac diseases due to their user-friendly operation, prompt det...

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Veröffentlicht in:	Applied intelligence (Dordrecht, Netherlands) Netherlands), 2025-02, Vol.55 (3), p.184, Article 184
Hauptverfasser:	Li, Yifan, Wang, Mengjue, Guan, Mingxiang, Lu, Chen, Li, Zhiyong, Chen, Tieming
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Anomalies Complexity Cost effectiveness Data augmentation Datasets Electrocardiography Medical devices Monitoring Real time Telemedicine
Online-Zugang:	Volltext
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