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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

Hayato Kedoin   1, 2 , MJT ;   Yuzuru Itoh   2, 3, 4 , PhD ;   Takumi Nirengi   5 , PhD ;   Yuji Sato   1, 6 , MInf ;   Shun Sugisawa   1, 3 , MJT ;   Yusuke Nishio   7 ;   Ryo Akitsu   7

1 Doctoral Program in Judo Therapy, Graduate School of Medical and Health Science, Nippon Sport Science University, Yokohama, Kanagawa, Japan

2 Nippon Sport Science University Medical Vocational School, Tokyo, Japan

3 Division of Sport Cure Center, Nippon Sport Science University, Yokohama, Kanagawa, Japan

4 Department of Judo Therapy and Medical Science, Faculty of Medical Science, Nippon Sport Science University, Yokohama, Kanagawa, Japan

5 Department of Judo Therapy, Faculty of Medical Technology, Teikyo University, Utsunomiya, Tochigi, Japan

6 Department of Judo Physical Therapy, Faculty of Health Care and Medical Sports, Teikyo Heisei University, Tokyo, Japan

7 Master’s Program in Advanced Practical Judo Therapy, Graduate School of Medical and Health Science, Nippon Sport Science University, Yokohama, Kanagawa, Japan

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