Defining the patterns of PAP adherence in pediatric obstructive sleep apnea: a clustering analysis using real-world data

摘要

Study Objectives: The implementation of positive airway pressure (PAP) therapy to treat obstructive sleep apnea in children is a complex process. PAP therapy data are highly heterogeneous in pediatrics, and the clinical management cannot be generalized. We hypothesize that pediatric PAP users can be subgrouped via clustering analysis to guide tailored interventions.