Artificial intelligence in obstructive sleep apnea: Transforming diagnosis and management
- PMID: 40246249
- DOI: 10.1016/j.rmed.2025.108100
Artificial intelligence in obstructive sleep apnea: Transforming diagnosis and management
Abstract
Obstructive Sleep Apnea (OSA) is a common disorder characterized by repeated airway collapse during sleep, leading to significant health risks. The traditional diagnosis of OSA through polysomnography is resource-intensive, leading to delays in diagnosis and management. In recent years, artificial intelligence (AI) has emerged as a transformative tool in diagnosing, managing, and personalizing treatment for OSA. This report summarizes the application of AI in OSA, focusing on its role in automating sleep data analysis, enhancing diagnostic accuracy, and optimizing treatment strategies. These advancements offer potential for more accessible and efficient OSA care.
Keywords: Artificial intelligence; Diagnosis; Machine learning; Management; Obstructive sleep apnea; Polysomnography.
Copyright © 2025 Elsevier Ltd. All rights reserved.
Conflict of interest statement
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Similar articles
-
Artificial intelligence facial recognition of obstructive sleep apnea: a Bayesian meta-analysis.Sleep Breath. 2024 Nov 30;29(1):36. doi: 10.1007/s11325-024-03173-3. Sleep Breath. 2024. PMID: 39614959
-
Current and future strategies for diagnostic and management of obstructive sleep apnea.Expert Rev Mol Diagn. 2021 Dec;21(12):1287-1301. doi: 10.1080/14737159.2021.2002686. Epub 2021 Nov 24. Expert Rev Mol Diagn. 2021. PMID: 34747304
-
The role of artificial intelligence in the treatment of obstructive sleep apnea.J Otolaryngol Head Neck Surg. 2023 Feb 7;52(1):7. doi: 10.1186/s40463-023-00621-0. J Otolaryngol Head Neck Surg. 2023. PMID: 36747273 Free PMC article. Review.
-
Diagnosis of Obstructive Sleep Apnea in Patients with Associated Comorbidity.Adv Exp Med Biol. 2022;1384:43-61. doi: 10.1007/978-3-031-06413-5_4. Adv Exp Med Biol. 2022. PMID: 36217078 Review.
-
Barriers of artificial intelligence implementation in the diagnosis of obstructive sleep apnea.J Otolaryngol Head Neck Surg. 2022 Apr 25;51(1):16. doi: 10.1186/s40463-022-00566-w. J Otolaryngol Head Neck Surg. 2022. PMID: 35468865 Free PMC article. Review.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources