A two-step automatic sleep stage classification method with dubious range detection - Sousa, Teresa; Cruz, Aniana; Khalighi, Sirvan; Pires, Gabriel; Nunes, Urbano (Computers in biology and medicine, 2015)
Keywords: Accuracy; Adult; Aged; Art exhibits; Automatic sleep scoring; Classification; Clinical applications; Decision Trees; Dubious range; Electroencephalography; Electrooculography; Experts; Eye movements; Feature extraction; Female; Humans; Internal Medicine; Male; Methods; Middle Aged; Misclassifications detection; Neural networks; Other; Polysomnography - methods; Signal Processing, Computer-Assisted; Sleep disorders; Sleep Stages - physiology; Sleep Wake Disorders - physiopathology; Studies; Subjects׳ variability; Support Vector Machine; Young Adult; Automatic sleep scoring; Dubious range; Clinical applications; Subjects׳ variability; Misclassifications detection