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Identification of sleep phenotypes in COPD using machine learning-based cluster analysis.
Recovery of Function
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Identification of sleep phenotypes in COPD using machine learning-based cluster analysis.
Identification of sleep phenotypes in COPD using machine learning-based cluster analysis. Respir Med. 2024 06; 227:107641.
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PubMed
subject areas
Age Factors
Aged
Cluster Analysis
Cohort Studies
Comorbidity
Female
Humans
Longitudinal Studies
Machine Learning
Male
Middle Aged
Phenotype
Polysomnography
Pulmonary Disease, Chronic Obstructive
Quality of Life
Sleep
Sleep Wake Disorders
Unsupervised Machine Learning
authors with profiles
SARA NOWAKOWSKI
AMIR SHARAFKHANEH
NICOLA HANANIA
JAVAD RAZJOUYAN