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Sleep Arousal Detection

Sleep arousal is a kind of EEG events happened during octurnal sleep. Too many arousals will contribute to many health problem, like daytime sleepiness, memory loss, diabetes, etc. Some research take it as a kind of sleep deprivation.

Papers

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Showing 1–6 of 6 papers

TitleStatusHype
State-of-the-art sleep arousal detection evaluated on a comprehensive clinical datasetCode0
DeepSleep 2.0: Automated Sleep Arousal Segmentation via Deep LearningCode1
Deepsleep: Fast and Accurate Delineation of Sleep Arousals at Millisecond Resolution by Deep LearningCode0
1D Convolutional Neural Network Models for Sleep Arousal Detection—0
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signalCode0
Sleep Arousal Detection from Polysomnography using the Scattering Transform and Recurrent Neural Networks—0
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