Assessment of obstructive sleep apnea-related sleep fragmentation utilizing deep learning-based sleep staging from photoplethysmography

STUDY OBJECTIVES: To assess the relationship between obstructive sleep apnea (OSA) severity and sleep fragmentation, accurate differentiation between sleep and wakefulness is needed. Sleep staging is usually performed manually using electroencephalography (EEG). This is time-consuming due to complex...

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Detalles Bibliográficos
Autores principales: Huttunen, Riku, Leppänen, Timo, Duce, Brett, Oksenberg, Arie, Myllymaa, Sami, Töyräs, Juha, Korkalainen, Henri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Sleep Disordered Breathing
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8503836/
https://www.ncbi.nlm.nih.gov/pubmed/34089616
http://dx.doi.org/10.1093/sleep/zsab142

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8503836/
https://www.ncbi.nlm.nih.gov/pubmed/34089616
http://dx.doi.org/10.1093/sleep/zsab142

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