Sleep Arousal Detection

Sleep-wake detection is an important task in the medical field, focusing on identifying electroencephalogram (EEG) events that occur during nighttime sleep. The goal of this task is to analyze brainwave signals to accurately recognize and quantify the number of awakenings during sleep, thereby assessing sleep quality. Frequent sleep awakenings are closely associated with various health issues, including daytime sleepiness, memory impairment, and diabetes, and are therefore considered a manifestation of sleep deprivation. Effective detection of sleep awakenings can provide crucial evidence for clinical diagnosis and treatment, improving patients' quality of life and health status.