A survey on the use of Artificial Intelligence for injury prediction in sports

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dc.contributor.authorTedesco, Salvatore
dc.contributor.authorScheurer, Sebastian
dc.contributor.authorBrown, Kenneth N.
dc.contributor.authorHennessy, Liam
dc.contributor.authorO'Flynn, Brendan
dc.contributor.funderEuropean Regional Development Funden
dc.contributor.funderEnterprise Irelanden
dc.date.accessioned2022-09-02T14:25:57Z
dc.date.available2022-09-02T14:25:57Z
dc.date.issued2022-08-24
dc.date.updated2022-09-02T14:02:05Z
dc.description.abstractArtificial 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.en
dc.description.sponsorshipEnterprise Ireland (Disruptive Technologies Innovation Fund: project HOLISTICS); Science Foundation Ireland (Grant number 12/RC/2289-P2 INSIGHT)en
dc.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationTedesco, S., Scheurer, S., Brown, K. N., Hennessy, L. and O'Flynn, B. (2022) 'A survey on the use of artificial intelligence for injury prediction in sports', 2022 IEEE International Workshop on Sport, Technology and Research (STAR), Trento - Cavalese, Italy, 6-8 July, pp. 127-131. doi: 10.1109/STAR53492.2022.9859939en
dc.identifier.doi10.1109/STAR53492.2022.9859939en
dc.identifier.endpage131en
dc.identifier.isbn978-1-6654-8601-9
dc.identifier.isbn978-1-6654-8600-2
dc.identifier.isbn978-1-6654-8602-6
dc.identifier.startpage127en
dc.identifier.urihttps://hdl.handle.net/10468/13533
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.rights© 2022, IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en
dc.subjectSoft sensorsen
dc.subjectConferencesen
dc.subjectStarsen
dc.subjectMachine learningen
dc.subjectInjuriesen
dc.subjectSportsen
dc.titleA survey on the use of Artificial Intelligence for injury prediction in sportsen
dc.typeConference itemen
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