A New Berlin Questionnaire Simplified by Machine Learning Techniques in a Population of Italian Healthcare Workers to Highlight the Suspicion of Obstructive Sleep Apnea

A New Berlin Questionnaire Simplified by Machine Learning Techniques in a Population of Italian Healthcare Workers to Highlight the Suspicion of Obstructive Sleep Apnea

Obstructive sleep apnea (OSA) syndrome is a condition characterized by the presence of repeated complete or partial collapse of the upper airways during sleep associated with episodes of intermittent hypoxia, leading to fragmentation of sleep, sympathetic nervous system activation, and oxidative str...

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Bibliographic Details
Main Authors: Giorgio De Nunzio, Luana Conte, Roberto Lupo, Elsa Vitale, Antonino Calabrò, Maurizio Ercolani, Maicol Carvello, Michele Arigliani, Domenico Maurizio Toraldo, Luigi De Benedetto
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Medicine
Subjects:
obstructive sleep apnea (OSA)
Berlin questionnaire (BQ)
risk factors
machine learning
simplified berlin questionnaire
screening test
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.866822/full

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https://www.frontiersin.org/articles/10.3389/fmed.2022.866822/full

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