Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural network

A common symptom of obstructive sleep apnea (OSA) is excessive daytime sleepiness (EDS). The gold standard test for EDS is the multiple sleep latency test (MSLT). However, due to its high cost, MSLT is not routinely conducted for OSA patients and EDS is instead evaluated using sleep questionnaires....

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Bibliographic Details
Published in:Sleep
Main Authors: Nikkonen, Sami, Korkalainen, Henri, Kainulainen, Samu, Myllymaa, Sami, Leino, Akseli, Kalevo, Laura, Oksenberg, Arie, Leppänen, Timo, Töyräs, Juha
Format: Artigo
Language:Inglês
Published: Oxford University Press 2020
Subjects:
Big Data Approaches to Sleep and Circadian Rhythms
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7734478/
https://ncbi.nlm.nih.gov/pubmed/32459856
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/sleep/zsaa106
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