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Reliable sleep staging is difficult to obtain from home sleep testing for diagnosis of obstructive sleep apnea (OSA), especially when it is self-applied. Hence, the current study aimed to develop a single frontal electroencephalography-based automatic sleep staging system (ASSS).

Automatic Sleep Staging in Patients With Obstructive Sleep Apnea Using Single-Channel Frontal EEG