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This paper is in the following e-collection/theme issue:

Digital Health Reviews (1835) Wearables and MHealth Reviews (326) mHealth for Screening (311) Wearable Devices and Sensors (1219) Insomnia and Sleep Hygiene (261) Sleep Monitoring, Sleep Quality, Sleep Disorders (287) Artificial Intelligence (2377) Sleep Medicine (47)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/65272, first published .
Wearable Artificial Intelligence for Sleep Disorders: Scoping Review

Wearable Artificial Intelligence for Sleep Disorders: Scoping Review

Wearable Artificial Intelligence for Sleep Disorders: Scoping Review

Authors of this article:

Sarah Aziz1 Author Orcid Image ;   Amal A M Ali2, 3 Author Orcid Image ;   Hania Aslam1 Author Orcid Image ;   Alaa A Abd-alrazaq1 Author Orcid Image ;   Rawan AlSaad1 Author Orcid Image ;   Mohannad Alajlani4 Author Orcid Image ;   Reham Ahmad4 Author Orcid Image ;   Laila Khalil5 Author Orcid Image ;   Arfan Ahmed1 Author Orcid Image ;   Javaid Sheikh1 Author Orcid Image
Article Authors Cited by (9) Tweetations (3) Metrics

Journals

  1. Elfouly T, Alouani A. A Comprehensive Survey on Wearable Computing for Mental and Physical Health Monitoring. Electronics 2025;14(17):3443 View
  2. Albertini M, Spoto G, Ceraolo G, Fichera M, Consoli C, Nicotera A, Di Rosa G. Sleep Disorders in Children with Autism Spectrum Disorder: Developmental Impact and Intervention Strategies. Brain Sciences 2025;15(9):983 View
  3. Kacper Trząsalski , Katarzyna Oświeczyńska , Aleksandra Sowa , Sebastian Kupisiak , Patrycja Jędrzejewska-Rzezak . WEARABLE TECHNOLOGIES AND AI-DRIVEN ANALYTICS FOR CIRCADIAN RHYTHM MONITORING: OPPORTUNITIES AND CHALLENGES IN HEALTHCARE. International Journal of Innovative Technologies in Social Science 2025;3(3(47)) View
  4. Park J, Park S. PDSRS-LD: Personalized Deep Learning-Based Sleep Recommendation System Using Lifelog Data. Sensors 2025;25(20):6292 View
  5. Zhou Y, Xue F. Can weekend catch-up sleep repay the sleep debt? Balancing short-term relief with long-term risks. Sleep and Breathing 2025;29(6) View
  6. Quezada Reyes R, Trejo L. Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial. JMIR Research Protocols 2026;15:e76415 View
  7. Lv X, Xue Y. An Evidence-Based Tiered Intervention Strategy for Student Physical Health: Design and Implementation. Applied Sciences 2026;16(6):2988 View
  8. Arunachalam D, Andrew D, Gayathri K, Shahina A. Sleep behavioural stability assessment via deep learning–based pressure map posture recognition and respiratory pattern analysis. Engineering Research Express 2026;8(6):065235 View
  9. Wallner J, Berbuir S, Birner L, Dendorfer A, Panthi B, Rahnsch B, Muma J, Munga S, Obor D, Bärnighausen T, Barteit S. Overcoming Data Loss in Wearable Disease Detection with GAN-Based Imputation. npj Digital Medicine 2026;9(1) View