Article

Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network

2021-04-12

Abstract excerpt

Sleep apnea (SA) is a common disorder involving the cessation of breathing during sleep. It can cause daytime hypersomnia, accidents, and, if allowed to progress, serious, chronic conditions. Continuous positive airway pressure is an effective SA treatment. However, long waitlists impede timely diagnosis; overnight sleep studies involve trained technicians scoring a polysomnograph, which comprises multiple physiol...

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Literature Corpus work: 4f42f111-3cb4-5edd-8952-da40bf927db0
DOI: 10.1101/2021.04.11.439385

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