Estimating sleep stages using cardiorespiratory signals: validation of a novel algorithm across a wide range of sleep-disordered breathing severity

STUDY OBJECTIVES: We have developed the CardioRespiratory Sleep Staging (CReSS) algorithm for estimating sleep stages using heart rate variability and respiration, allowing for estimation of sleep staging during home sleep apnea tests. Our objective was to undertake an epoch-by-epoch validation of a...

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Detalles Bibliográficos
Publicado en:J Clin Sleep Med
Main Authors: Bakker, Jessie P., Ross, Marco, Vasko, Ray, Cerny, Andreas, Fonseca, Pedro, Jasko, Jeff, Shaw, Edmund, White, David P., Anderer, Peter
Formato: Artigo
Idioma:Inglês
Publicado: American Academy of Sleep Medicine 2021
Assuntos:
Scientific Investigations
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8314617/
https://ncbi.nlm.nih.gov/pubmed/33660612
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5664/jcsm.9192
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