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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Timothy P. Howarth

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Review Open access Sep 2026

Review of Hypoxemia Quantification Methods for Assessing the Severity of Obstructive Sleep Apnea

Obstructive sleep apnea (OSA) is a common nocturnal breathing disorder characterized by recurrent upper airway obstruction during sleep, leading to sleep fragmentation and intermittent hypoxemia. The apnea-hypopnea index (AHI) is the most widely used clinical metric to assess OSA severity; however, the AHI fails to cap...

Purbanka Pahari, S. Nikkonen, Timothy P. Howarth et al. · 0 citations

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