Discrimination of Chin Electromyography in REM Sleep Behavior Disorder Using Deep Learning - KINOSHITA, Fumiya; NAKAYAMA, Meiho; TAKADA, Hiroki (Nippon Eiseigaku Zasshi (Japanese Journal of Hygiene), 2022)
Keywords: Aged; average rectified value (ARV); Chin; chin electromyography; convolutional neural network (CNN); Deep Learning; Electromyography - methods; Female; Humans; Male; polysomnography (PSG); REM sleep behavior disorder (RBD); REM Sleep Behavior Disorder - diagnosis; REM sleep without atonia (RWA); Sleep, REM - physiology; support vector machine (SVM); REM sleep without atonia (RWA); average rectified value (ARV); convolutional neural network (CNN); support vector machine (SVM); REM sleep behavior disorder (RBD); polysomnography (PSG); chin electromyography