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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Clin Sleep Med
Prif Awduron: Bakker, Jessie P., Ross, Marco, Vasko, Ray, Cerny, Andreas, Fonseca, Pedro, Jasko, Jeff, Shaw, Edmund, White, David P., Anderer, Peter
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: American Academy of Sleep Medicine 2021
Pynciau:
Scientific Investigations
Mynediad Ar-lein: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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