Automatic identification of insomnia using optimal antisymmetric biorthogonal wavelet filter bank with ECG signals - Sharma, Manish; Dhiman, Harsh S.; Acharya, U. Rajendra (Computers in biology and medicine, 2021)
Keywords: Accuracy; Algorithms; Annotations; Automation; Classification; Cluster analysis; Clustering; Decomposition; Deep learning; Discriminant analysis; ECG; EEG; EKG; Electrocardiography; Electroencephalography; Electromagnetic wave filters; Epilepsy; Eye movements; Filter Banks; Heart rate; Human motion; Insomnia; Internal Medicine; Learning algorithms; Localization; Machine learning; Medical diagnosis; Movement disorders; Narcolepsy; Neural networks; NREM sleep; Other; Principal components analysis; REM sleep; Sleep and wakefulness; Sleep disorders; Support vector machines; Wavelets; ECG; Wavelets; Filter Banks; machine learning; Insomnia; Classification