Article
Phenotypes of comorbidity in OSAS patients: combining categorical principal component analysis with cluster analysis.
Journal of sleep research - 1 Feb 2016
Vavougios George D, George D George, Pastaka Chaido, Zarogiannis Sotirios G, Gourgoulianis Konstantinos I
Abstract excerpt
Phenotyping obstructive sleep apnea syndrome's comorbidity has been attempted for the first time only recently. The aim of our study was to determine phenotypes of comorbidity in obstructive sleep apnea syndrome patients employing a data-driven approach. Data from 1472 consecutive patient records...
Topics
- Adult
- Arousal
- Body Mass Index
- Cluster Analysis
- Comorbidity
- Female
- Humans
- Hypertension
- Logistic Models
- Male
- Middle Aged
- Obesity
- Oxygen
- Phenotype
- Polysomnography
- Prevalence
- Principal Component Analysis
- Sleep Apnea, Obstructive