Artificial intelligence in sleep medicine:Present and future
作者机构：Department of Sleep MedicineParkview Health SystemFort WayneIN 46845United States Department of MedicineUM Baltimore Washington Medical CenterGlen BurnieMD 21061United States Department of RadiologyAscension Sacred Heart HospitalPensacolaFL 32504United States Department of PsychiatryParkview Health SystemFort WayneIN 46845United States Department of MedicineKaiser Permanente Medical CenterModestoCA 95356United States Department of MedicineBanner HealthPhoenixAZ 85006United States Department of MedicineNorteast Ohio Medical UniversityRootstownOH 44272United States Department of CardiologyCarle Methodist Medical CenterPeroriaIL 61637United States Department of ResearchWellspan HealthYorkPA 17403United States Department of Medicine&PharmacologyTexas A&M UniversityCollege StationTX 77843United States
出 版 物：《World Journal of Clinical Cases》 (世界临床病例杂志)
年 卷 期：2023年第11卷第34期
页 面：8106-8110页
学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 1002[医学-临床医学] 081104[工学-模式识别与智能系统] 08[工学] 100201[医学-内科学(含：心血管病、血液病、呼吸系病、消化系病、内分泌与代谢病、肾病、风湿病、传染病)] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术（可授工学、理学学位）] 10[医学]
主 题：Artificial intelligence Machine learning Deep learning Ethical Legal,and sleep disorders
摘 要：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?
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