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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Détails bibliographiques
Publié dans:Sleep
Auteurs principaux: Nikkonen, Sami, Korkalainen, Henri, Kainulainen, Samu, Myllymaa, Sami, Leino, Akseli, Kalevo, Laura, Oksenberg, Arie, Leppänen, Timo, Töyräs, Juha
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2020
Sujets:
Big Data Approaches to Sleep and Circadian Rhythms
Accès en ligne: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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