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12-Lead ECG signal classification for detecting ECG arrhythmia via an information bottleneck-based multi-scale network

Siyuan Zhang, Cheng Lian, Bingrong Xu, Yixin Su, Adi Alhudhaif

2024Information Sciences33 citationsDOI

Topics & Concepts

Computer scienceBottleneckConvolutional neural networkArtificial intelligenceDeep learningPattern recognition (psychology)EncoderTransformerFeature learningArtificial neural networkMachine learningData miningEngineeringEmbedded systemElectrical engineeringVoltageOperating systemECG Monitoring and AnalysisEEG and Brain-Computer InterfacesNon-Invasive Vital Sign Monitoring
12-Lead ECG signal classification for detecting ECG arrhythmia via an information bottleneck-based multi-scale network | Litcius