Title
Mathematical modelling of sleep fragmentation diagnosis.
Abstract
•We assume that sleep fragmentation can be diagnosed from three sleep characteristics.•We mathematically model the sleep fragmentation diagnosis of three kind of clinicians.•We measure the agreement between each model and each clinician's diagnosis.•We obtain a substantial to almost perfect agreement (Cohen's kappa).•We consider each model as validated a posteriori.
Year
DOI
Venue
2016
10.1016/j.bspc.2015.10.001
Biomedical Signal Processing and Control
Keywords
Field
DocType
Sleep fragmentation,Sleep stages shifts,Micro-arousal rate,Intra sleep awakenings,ROC curves,Principal Component Analysis,Cohen's kappa
Receiver operating characteristic,Pattern recognition,Mean value,Physical therapy,Cohen's kappa,Artificial intelligence,SSS*,Mathematics,Pathology,Sleep Stages,Polysomnography,Obstructive sleep apnoea syndrome
Journal
Volume
ISSN
Citations 
24
1746-8094
0
PageRank 
References 
Authors
0.34
2
12