A deep learning approach to cardiovascular disease classification using empirical mode decomposition for ECG feature extraction
Ya Li, Jing-hao Luo, Qingyun Dai, Jason K. Eshraghian, Bingo Wing‐Kuen Ling, Ci-yan Zheng, Xiaoli Wang
Topics & Concepts
HeartbeatComputer sciencePattern recognition (psychology)Artificial intelligenceFeature extractionHilbert–Huang transformConvolutional neural networkLeft bundle branch blockSegmentationRight bundle branch blockDeep learningSpeech recognitionElectrocardiographyComputer visionFilter (signal processing)Internal medicineMedicineHeart failureCardiologyComputer securityECG Monitoring and AnalysisEEG and Brain-Computer InterfacesCardiac electrophysiology and arrhythmias