Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220995359> ?p ?o ?g. }
- W4220995359 endingPage "55" @default.
- W4220995359 startingPage "39" @default.
- W4220995359 abstract "The past few years have seen a rapid emergence of artificial intelligence (AI)-enabled technology in the field of sleep medicine. AI refers to the capability of computer systems to perform tasks conventionally considered to require human intelligence, such as speech recognition, decision-making, and visual recognition of patterns and objects. The practice of sleep tracking and measuring physiological signals in sleep is widely practiced. Therefore, sleep monitoring in both the laboratory and ambulatory environments results in the accrual of massive amounts of data that uniquely positions the field of sleep medicine to gain from AI. The purpose of this article is to provide a concise overview of relevant terminology, definitions, and use cases of AI in sleep medicine. This was supplemented by a thorough review of relevant published literature. Artificial intelligence has several applications in sleep medicine including sleep and respiratory event scoring in the sleep laboratory, diagnosing and managing sleep disorders, and population health. While still in its nascent stage, there are several challenges which preclude AI’s generalizability and wide-reaching clinical applications. Overcoming these challenges will help integrate AI seamlessly within sleep medicine and augment clinical practice. Artificial intelligence is a powerful tool in healthcare that may improve patient care, enhance diagnostic abilities, and augment the management of sleep disorders. However, there is a need to regulate and standardize existing machine learning algorithms prior to its inclusion in the sleep clinic." @default.
- W4220995359 created "2022-04-03" @default.
- W4220995359 creator A5001556144 @default.
- W4220995359 creator A5024210739 @default.
- W4220995359 date "2022-03-09" @default.
- W4220995359 modified "2023-10-17" @default.
- W4220995359 title "Clinical applications of artificial intelligence in sleep medicine: a sleep clinician’s perspective" @default.
- W4220995359 cites W160785014 @default.
- W4220995359 cites W1963930948 @default.
- W4220995359 cites W1964022961 @default.
- W4220995359 cites W1983256092 @default.
- W4220995359 cites W2041679005 @default.
- W4220995359 cites W2052582732 @default.
- W4220995359 cites W2053237579 @default.
- W4220995359 cites W2055731784 @default.
- W4220995359 cites W2062689875 @default.
- W4220995359 cites W2071990051 @default.
- W4220995359 cites W2076925729 @default.
- W4220995359 cites W2091595478 @default.
- W4220995359 cites W2098310149 @default.
- W4220995359 cites W2101709445 @default.
- W4220995359 cites W2102132711 @default.
- W4220995359 cites W2138932908 @default.
- W4220995359 cites W2145675843 @default.
- W4220995359 cites W2151218798 @default.
- W4220995359 cites W2162800060 @default.
- W4220995359 cites W2169052721 @default.
- W4220995359 cites W2172119180 @default.
- W4220995359 cites W2290432223 @default.
- W4220995359 cites W2319954588 @default.
- W4220995359 cites W2343280149 @default.
- W4220995359 cites W2343938945 @default.
- W4220995359 cites W2412974818 @default.
- W4220995359 cites W2568045458 @default.
- W4220995359 cites W2582438818 @default.
- W4220995359 cites W2590871232 @default.
- W4220995359 cites W2604096629 @default.
- W4220995359 cites W2608486237 @default.
- W4220995359 cites W2727959032 @default.
- W4220995359 cites W2748231279 @default.
- W4220995359 cites W2756121211 @default.
- W4220995359 cites W2772407299 @default.
- W4220995359 cites W2790486743 @default.
- W4220995359 cites W2792489592 @default.
- W4220995359 cites W2802412756 @default.
- W4220995359 cites W2883169763 @default.
- W4220995359 cites W2888087868 @default.
- W4220995359 cites W2890362531 @default.
- W4220995359 cites W2893892260 @default.
- W4220995359 cites W2896719727 @default.
- W4220995359 cites W2898047920 @default.
- W4220995359 cites W2900079363 @default.
- W4220995359 cites W2900178629 @default.
- W4220995359 cites W2900527379 @default.
- W4220995359 cites W2902751862 @default.
- W4220995359 cites W2904418346 @default.
- W4220995359 cites W2913237197 @default.
- W4220995359 cites W2933294645 @default.
- W4220995359 cites W2941872426 @default.
- W4220995359 cites W2949168064 @default.
- W4220995359 cites W2949210427 @default.
- W4220995359 cites W2949394964 @default.
- W4220995359 cites W2960369238 @default.
- W4220995359 cites W2963919481 @default.
- W4220995359 cites W2964065019 @default.
- W4220995359 cites W2966674791 @default.
- W4220995359 cites W2969159609 @default.
- W4220995359 cites W2970428465 @default.
- W4220995359 cites W2980379795 @default.
- W4220995359 cites W2981297790 @default.
- W4220995359 cites W2986426849 @default.
- W4220995359 cites W2991018565 @default.
- W4220995359 cites W2999086204 @default.
- W4220995359 cites W2999392126 @default.
- W4220995359 cites W3003228598 @default.
- W4220995359 cites W3004502489 @default.
- W4220995359 cites W3008806088 @default.
- W4220995359 cites W3017176402 @default.
- W4220995359 cites W3026720205 @default.
- W4220995359 cites W3032709845 @default.
- W4220995359 cites W3034390803 @default.
- W4220995359 cites W3038009257 @default.
- W4220995359 cites W3044558449 @default.
- W4220995359 cites W3081446688 @default.
- W4220995359 cites W3083374951 @default.
- W4220995359 cites W3083743275 @default.
- W4220995359 cites W3084356688 @default.
- W4220995359 cites W3087008266 @default.
- W4220995359 cites W3092328608 @default.
- W4220995359 cites W3092820299 @default.
- W4220995359 cites W3092847057 @default.
- W4220995359 cites W3094135129 @default.
- W4220995359 cites W3094428736 @default.
- W4220995359 cites W3109815432 @default.
- W4220995359 cites W3118577024 @default.
- W4220995359 cites W3135259744 @default.
- W4220995359 cites W3137501664 @default.
- W4220995359 cites W3156416440 @default.