Overnight pulse oximetry allows the relatively non‐invasive estimation of peripheral blood
haemoglobin oxygen saturations (SpO2), and forms part of the typical polysomnogram …

Background Obstructive sleep apnoea (OSA) is an increasing health problem in children.
The" gold standard" for OSA diagnosis at the moment is overnight polysomnography (PSG) …

Rationale: The vast majority of children around the world undergoing adenotonsillectomy for
obstructive sleep apnea–hypopnea syndrome (OSA) are not objectively diagnosed by …

This study aims at assessing the usefulness of deep learning to enhance the diagnostic
ability of oximetry in the context of automated detection of pediatric obstructive sleep apnea …

Background Machine‐learning approaches have enabled promising results in efforts to
simplify the diagnosis of pediatric obstructive sleep apnea (OSA). A comprehensive review …

The reference standard to diagnose pediatric Obstructive Sleep Apnea (OSA) syndrome is
an overnight polysomnographic evaluation. When polysomnography is either unavailable or …

Background Obstructive sleep apnea (OSA) is one of the common sleep-related breathing
disorders in children. However, polysomnography (PSG) is an expensive and labor …

Introduction: Overnight oximetry has been proposed as an accessible, simple, and reliable
technique for obstructive sleep apnea syndrome (OSAS) diagnosis. From visual inspection …

Pulse oximeters are routinely used in various medical-grade and consumer-grade
applications. They can be used to estimate, for example, blood oxygen saturation …

Purpose Obstructive sleep apnea (OSA) is a serious type of obstructive sleep-disordered
breathing (SDB) that can cause a series of adverse effects on children's cardiovascular …