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Artificial neural network analysis of the oxygen saturation signal enables accurate diagnostics of sleep apnea

The severity of obstructive sleep apnea (OSA) is classified using apnea-hypopnea index (AHI). Accurate determination of AHI currently requires manual analysis and complicated registration setup making it expensive and labor intensive. Partially for these reasons, OSA is a heavily underdiagnosed dise...

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Detalles Bibliográficos
Autores principales:	Nikkonen, Sami, Afara, Isaac O., Leppänen, Timo, Töyräs, Juha
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6744469/ https://www.ncbi.nlm.nih.gov/pubmed/31519927 http://dx.doi.org/10.1038/s41598-019-49330-7

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