Automated identification of sleep disorders using wavelet-based features extracted from electrooculogram and electromyogram signals - Sharma, Manish; Darji, Jay; Thakrar, Madhav; Acharya, U. Rajendra (Computers in biology and medicine, 2022)
Keywords: Accuracy; Alzheimer's disease; Automation; CAP; Classification; Classifiers; Cognitive ability; Cognitive tasks; Cyclic alternative pattern; Discrete Wavelet Transform; Electraomyograph; Electrocardiography; Electrodes; Electroencephalography; Electromyography; Electrooculogram; Electrooculograms; EMG; EOG; Eye movements; Feature extraction; Filter banks; Human error; Insomnia; Internal Medicine; Laboratories; Learning algorithms; Machine learning; Memory; Monitoring; Muscles; Narcolepsy; Other; Patients; Physiology; Questionnaires; Reaction time; Reaction time task; Sleep; Sleep disorder; Sleep disorders; Electrooculogram; Sleep; CAP; Cyclic alternative pattern; Sleep disorder; EOG; Electraomyograph; EMG