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Artificial intelligence in the diagnosis and treatment of sleep apnea. First applications

Mihael Enchev, Gergana Georgieva, Mario Milkov, Silvena Baycheva

Abstract

During the past several years the application of digital health and artificial intelligence in sleep medicine has been developing at an extremely rapid pace. The diagnosis and treatment of patients with obstructive sleep apnea can be improved by artificial intelligence, facilitating the clinical work of sleep medicine specialists. Technologies based on artificial intelligence are becoming an integral part of the clinical practice of specialists in sleep medicine and ENT specialists. Artificial intelligence in medicine serves to make the right diagnosis, which is the key to proper treatment. From the literature review of scientific articles on artificial intelligence, the authors conclude that its application in sleep medicine can bring many benefits for rapid diagnosis and treatment. Artificial intelligence supports the treatment of obstructive sleep apnea and, even though it demands the right amount of data, which is a hurdle, it will prevent the development of a variety of problems, including severe morning headaches, daytime drowsiness, neurocognitive disorders, cardiovascular and metabolic disorders.


Keywords

artificial intelligence, obstructive sleep apnea, CPAP, digital health

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References

Davenport T, Kalakota R. The potential for artificial intelligence in healthcare. Future Healthc J. 2019;6(2):94-8. doi: 10.7861/futurehosp.6-2-94.

Peng Y, Zhang Y, Wang L. Artificial intelligence in biomedical engineering and informatics: an introduction and review. Artif Intell Med. 2010;48(2-3):71-3. doi: 10.1016/j.artmed.2009.07.007.

Brennan HL, Kirby SD. Barriers of artificial intelligence implementation in the diagnosis of obstructive sleep apnea. J Otolaryngol Head Neck Surg. 2022;51(1):16. doi: 10.1186/s40463-022-00566-w.

Nuance AI-Powered Virtual Assistants for Healthcare Available from: https://www.nuance.com/healthcare/ambient-clinical-intelligence/virtual-assistants.html

Chen Z, Zhao Z, Zhang Z. Obstructive Sleep Apnea Syndrome Treated Using a Positive Pressure Ventilator Based on Artificial Intelligence Processor. J Healthc Eng. 2021;2021:5683433. doi: 10.1155/2021/5683433.




DOI: http://dx.doi.org/10.14748/ssm.v54i0.9010
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About The Authors

Mihael Enchev
Medical University of Varna
Bulgaria

Department of Dental Material Science and Prosthetic Dental Medicine, Faculty of Dental Medicine

Gergana Georgieva
Medical University of Varna
Bulgaria

Department of Dental Material Science and Prosthetic Dental Medicine, Faculty of Dental Medicine

Mario Milkov
Medical University of Varna
Bulgaria

Department of Dental Material Science and Prosthetic Dental Medicine, Faculty of Dental Medicine

Silvena Baycheva
Medical University of Varna
Bulgaria

Faculty of Dental Medicine

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