Model-Based Electroencephalogram Instantaneous Frequency Tracking: Application in Automated Sleep–Wake Stage Classification - Nateghi, Masoud; Rahbar Alam, Mahdi; Amiri, Hossein; Nasiri, Samaneh; Sameni, Reza (Sensors (Basel, Switzerland), 2024)
Keywords: Adult; Algorithms; automatic sleep staging; Automation; Brain - physiology; Classification; electroencephalogram; Electroencephalography; Electroencephalography - methods; Female; Fourier transforms; Humans; Insomnia; instantaneous frequency tracking; Kalman filter; Male; Medical research; Medicine, Experimental; Methods; Physiology; Signal Processing, Computer-Assisted; Sleep; Sleep - physiology; Sleep apnea; Sleep disorders; Sleep Stages - physiology; Wakefulness - physiology; Young Adult; United States; Arkansas; New Jersey; automatic sleep staging; Kalman filter; instantaneous frequency tracking; electroencephalogram