2022 · 14 citations · 16 references
ComputingComputer ScienceInjury PreventionArtificial IntelligenceMachine LearningPredictive AnalyticsInjury AssessmentInjury ClassificationInjury Risk ReductionSports InjuriesInjury Mechanism AnalysisMulti-modal Data AnalysisMulti-modal Data IntegrationSports Injury ClassificationSports Injury DataSports Injury EpidemiologySports Injury RiskSports-specific Injury Prevention
Artificial Intelligence (AI) could play a significant role in injury prediction in sports due to its capabilities to detect and identify hidden patterns across multi-modal heterogeneous data sources. This paper aims at providing an up-to-date survey of the state-of-the-art in machine learning for injury predictions in sports. Finally, a number of considerations have been also drawn to discuss about the future research challenges required to be tackled to move this field forward.
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Billy T. Hulin, Tim J. Gabbett, Daniel W Lawson et al. · British Journal of Sports Medicine · 2015 · 482 citations · Full text
Effective injury forecasting in soccer with GPS training data and machine learning
Alessio Rossi, Luca Pappalardo, Paolo Cintia et al. · PLoS ONE · 2018 · 332 citations · Full text