Comparative analysis of predictive methods for early assessment of compliance with continuous positive airway pressure therapy

Comparative analysis of predictive methods for early assessment of compliance with continuous positive airway pressure therapy

Abstract Background Patients suffering obstructive sleep apnea are mainly treated with continuous positive airway pressure (CPAP). Although it is a highly effective treatment, compliance with this therapy is problematic to achieve with serious consequences for the patients’ health. Unfortunately, th...

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Bibliographic Details
Main Authors: Xavier Rafael-Palou, Cecilia Turino, Alexander Steblin, Manuel Sánchez-de-la-Torre, Ferran Barbé, Eloisa Vargiu
Format: Article
Language:English
Published: BMC 2018-09-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Obtrusive sleep apnea
Continuous positive airway pressure
Predictive methods
Machine learning
Online Access:http://link.springer.com/article/10.1186/s12911-018-0657-z

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