I-Vector Based Patient Adaptation of Deep Neural Networks for Automatic Heartbeat Classification.
IEEE Journal of Biomedical and Health Informatics(2020)
摘要
Automatic classification of electrocardiogram (ECG) signals is important for diagnosing heart arrhythmias. A big challenge in automatic ECG classification is the variation in the waveforms and characteristics of ECG signals among different patients. To address this issue, this paper proposes adapting a patient-independent deep neural network (DNN) using the information in the patient-dependent ide...
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关键词
Electrocardiography,Statistics,Training,Sociology,Heart rate variability,Feature extraction,Heart beat
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