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Artificial intelligence in sleep medicine:Present and future

World Journal of Clinical Cases 2023年第34期11卷 8106-8110页

作者： Ram Kishun Verma Gagandeep Dhillon Harpreet Grewal vinita prasad Ripudaman Singh Munjal Pranjal Sharma Venkata Buddhavarapu Ramprakash Devadoss Rahul Kashyap Salim Surani Department of Sleep Medicine Parkview Health SystemFort WayneIN 46845United States Department of Medicine UM Baltimore Washington Medical CenterGlen BurnieMD 21061United States Department of Radiology Ascension Sacred Heart HospitalPensacolaFL 32504United States Department of Psychiatry Parkview Health SystemFort WayneIN 46845United States Department of Medicine Kaiser Permanente Medical CenterModestoCA 95356United States Department of Medicine Banner HealthPhoenixAZ 85006United States Department of Medicine Norteast Ohio Medical UniversityRootstownOH 44272United States Department of Cardiology Carle Methodist Medical CenterPeroriaIL 61637United States Department of Research Wellspan HealthYorkPA 17403United States Department of Medicine&Pharmacology Texas A&M UniversityCollege StationTX 77843United States

Artificial intelligence(AI)has impacted many areas of *** in healthcare uses machine learning,deep learning,and natural language processing to analyze copious amounts of healthcare data and yield valuable *** the sleep medicine field,a large amount of physiological data is gathered compared to other branches of *** field is primed for innovations with the help of AI.A good quality of sleep is crucial for optimal *** one billion people are estimated to have obstructive sleep apnea worldwide,but it is difficult to diagnose and treat all the people with limited *** apnea is one of the major contributors to poor *** of the sleep apnea patients remain *** diagnosed with sleep apnea have difficulty getting it optimally treated due to several factors,and AI can help in this *** can also help in the diagnosis and management of other sleep disorders such as insomnia,hypersomnia,parasomnia,narcolepsy,shift work sleep disorders,periodic leg movement disorders,*** this manuscript,we aim to address three critical issues about the use of AI in sleep medicine:(1)How can AI help in diagnosing and treating sleep disorders?(2)How can AI fill the gap in the care of sleep disorders?and(3)What are the ethical and legal considerations of using AI in sleep medicine?

关键词： Artificial intelligence Machine learning Deep learning Ethical Legal,and sleep disorders

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