Cargando…
Novel method combining multiscale attention entropy of overnight blood oxygen level and machine learning for easy sleep apnea screening
OBJECTIVE: Sleep apnea is a common sleep disorder affecting a significant portion of the population, but many apnea patients remain undiagnosed because existing clinical tests are invasive and expensive. This study aimed to develop a method for easy sleep apnea screening. METHODS: Three supervised m...
Autor principal: | Liang, Zilu |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10627021/ https://www.ncbi.nlm.nih.gov/pubmed/37936958 http://dx.doi.org/10.1177/20552076231211550 |
Ejemplares similares
-
Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker
por: Gutiérrez-Tobal, Gonzalo C., et al.
Publicado: (2021) -
Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children
por: Barroso-García, Verónica, et al.
Publicado: (2021) -
Validation of overnight oximetry to diagnose patients with moderate to severe obstructive sleep apnea
por: Hang, Liang-Wen, et al.
Publicado: (2015) -
Validation of an overnight wireless high-resolution oximeter for the diagnosis of obstructive sleep apnea at home
por: Hasan, Rosa, et al.
Publicado: (2022) -
The effect of obstructive sleep apnea on peripheral blood amino acid and biogenic amine metabolome at multiple time points overnight
por: Kiens, Ott, et al.
Publicado: (2021)