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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Detalles Bibliográficos
Autores principales: Nikkonen, Sami, Korkalainen, Henri, Kainulainen, Samu, Myllymaa, Sami, Leino, Akseli, Kalevo, Laura, Oksenberg, Arie, Leppänen, Timo, Töyräs, Juha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Big Data Approaches to Sleep and Circadian Rhythms
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7734478/
https://www.ncbi.nlm.nih.gov/pubmed/32459856
http://dx.doi.org/10.1093/sleep/zsaa106

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