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

Formative Evaluation of Digital Health Interventions (5309) mHealth for Wellness, Behavior Change and Prevention (4303) Wearable Devices and Sensors (1636) Insomnia and Sleep Hygiene (315) Fitness Trackers and Smart Pedometers/Accelerometers (804) Sleep Monitoring, Sleep Quality, Sleep Disorders (359) Generative Language Models Including ChatGPT (1599)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/101615, first published .
Smartwatch, phone app, and brain graphic show sleep, health, and sports tracking.

Feasibility and Preliminary Effects of AI-Generated Personalized Sleep Feedback in High School Female Soccer Players: Pilot Randomized Controlled Trial

Feasibility and Preliminary Effects of AI-Generated Personalized Sleep Feedback in High School Female Soccer Players: Pilot Randomized Controlled Trial

Authors of this article:

Hayato Kedoin1, 2 Author Orcid Image ;   Yuzuru Itoh2, 3, 4 Author Orcid Image ;   Takumi Nirengi5 Author Orcid Image ;   Yuji Sato1, 6 Author Orcid Image ;   Shun Sugisawa1, 3 Author Orcid Image ;   Yusuke Nishio7 Author Orcid Image ;   Ryo Akitsu7 Author Orcid Image
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