An Efficient Sleep Spindle Detection Algorithm Based on MP and LSBoost
Fei Wang,
Li Li,
Yinxing Wan
et al.
Abstract:Sleep spindles are an electroencephalogram (EEG) biomarker of non-rapid eye movement (NREM) sleep and have important implications for clinical diagnosis and prognosis. However, it is challenging to accurately detect sleep spindles due to the complexity of the human brain and the uncertainty of neural mechanisms. To improve the reliability and objectivity of sleep spindle detection and to compensate for the limitations of manual annotation, this study proposes a new automatic detection algorithm based on Matchi… Show more
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