Active Learning and Margin Strategies for Arrhythmia Classification in Implantable Devices

José-María Lillo-Castellano,Inmaculada Mora-Jiménez, María Martín-Méndez, Laia Cerdá,Arcadi García-Alberola,José Luis Rojo-Álvarez,Devis Tuia

Computers in Biology and Medicine（2025）

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关键词

Implantable cardioverter defibrillator,Multi-signal,Heterogeneous data,Patient diversity,Episode of cardiac arrhythmia,Support vector machine,Expert labeling

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