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Using Machine Learning for Identification of Athlete Availability Predictors in a Multisport Elite Female Athlete Cohort.

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Title: Using Machine Learning for Identification of Athlete Availability Predictors in a Multisport Elite Female Athlete Cohort.
Authors: Moore SR; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Department of Health and Exercise Science, University of Oklahoma, Norman, Oklahoma., Cantú EI; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina., Brantner CL; Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina.; Duke Clinical Research Institute, Durham, North Carolina., Britton ME; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina., DelBiondo GM; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina., Blue MNM; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina., Bruinvels G; Division of Surgery and Interventional Science, University College London, London, United Kingdom; and., Hackney AC; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Department of Nutrition, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina., Register-Mihalik JK; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina., Smith-Ryan AE; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Department of Nutrition, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Source: Journal of strength and conditioning research [J Strength Cond Res] 2026 Jul 07. Date of Electronic Publication: 2026 Jul 07.
Publication Type: Journal Article
Journal Info: Publisher: Human Kinetics Pub Country of Publication: United States NLM ID: 9415084 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1533-4287 (Electronic) Linking ISSN: 10648011 NLM ISO Abbreviation: J Strength Cond Res Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Moore+SR%22">Moore SR</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Department of Health and Exercise Science, University of Oklahoma, Norman, Oklahoma.<br /><searchLink fieldCode="AU" term="%22Cantú+EI%22">Cantú EI</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.<br /><searchLink fieldCode="AU" term="%22Brantner+CL%22">Brantner CL</searchLink>; Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina.; Duke Clinical Research Institute, Durham, North Carolina.<br /><searchLink fieldCode="AU" term="%22Britton+ME%22">Britton ME</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.<br /><searchLink fieldCode="AU" term="%22DelBiondo+GM%22">DelBiondo GM</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.<br /><searchLink fieldCode="AU" term="%22Blue+MNM%22">Blue MNM</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.<br /><searchLink fieldCode="AU" term="%22Bruinvels+G%22">Bruinvels G</searchLink>; Division of Surgery and Interventional Science, University College London, London, United Kingdom; and.<br /><searchLink fieldCode="AU" term="%22Hackney+AC%22">Hackney AC</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Department of Nutrition, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.<br /><searchLink fieldCode="AU" term="%22Register-Mihalik+JK%22">Register-Mihalik JK</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.<br /><searchLink fieldCode="AU" term="%22Smith-Ryan+AE%22">Smith-Ryan AE</searchLink>; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Human Movement Science Curriculum, Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.; Department of Nutrition, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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              Text: 2026 Jul 07
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