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A novel imbalanced dataset mitigation method and ECG classification model based on combined 1D_CBAM-autoencoder and lightweight CNN model

Zhikang Chen, Danni Yang, Tianrui Cui, Ding Li, Houfang Liu, Yi Yang, Zhang Sheng, Sifan Yang, Tian‐Ling Ren

2023Biomedical Signal Processing and Control34 citationsDOI

Topics & Concepts

Computer scienceAutoencoderHeartbeatPattern recognition (psychology)Artificial intelligenceConvolutional neural networkProcess (computing)Deep learningFeature extractionFeature (linguistics)F1 scoreLinguisticsOperating systemComputer securityPhilosophyECG Monitoring and AnalysisEEG and Brain-Computer InterfacesPhonocardiography and Auscultation Techniques
A novel imbalanced dataset mitigation method and ECG classification model based on combined 1D_CBAM-autoencoder and lightweight CNN model | Litcius