Machine learning model for discriminating Hallux Valgus based on plantar pressure measurements

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dc.contributor.authorWu, Jin Ranen
dc.contributor.authorO'Flynn, Brendanen
dc.contributor.authorTedesco, Salvatoreen
dc.contributor.authorVisentin, Andreaen
dc.contributor.funderResearch Irelanden
dc.contributor.funderEuropean Regional Development Funden
dc.date.accessioned2025-11-13T11:18:06Z
dc.date.available2025-11-13T11:18:06Z
dc.date.issued2025-09-04en
dc.description.abstractHallux Valgus (HV) is a foot deformity where the big toe bends outward, causing pain and functional disability in severe cases, impacting quality-of-life. Early diagnosis is essential to prevent complications [1]. Traditional diagnostic methods (visual inspection, radiography, physical examination) are often insufficient for detailed evaluations [2] or costly. This underscores the need for objective reliable diagnostic tools. Deep learning (DL) and machine learning (ML) offer promising alternatives by supporting decision-making.en
dc.description.sponsorshipResearch Ireland (12/RC/2289-2; 13/RC/2077; 16/RC/3918-CONFIRM)en
dc.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationWu, J. R., O'Flynn, B., Tedesco, S. and Visentin, A. (2025) 'Machine learning model for discriminating Hallux Valgus based on plantar pressure measurements', Gait & Posture, 121, pp.241-242. https://doi.org/10.1016/j.gaitpost.2025.07.259en
dc.identifier.doi10.1016/j.gaitpost.2025.07.259en
dc.identifier.endpage242en
dc.identifier.issn0966-6362en
dc.identifier.journaltitleGait & Postureen
dc.identifier.startpage241en
dc.identifier.urihttps://hdl.handle.net/10468/18201
dc.identifier.volume121en
dc.language.isoenen
dc.publisherElsevier B.V.en
dc.relation.ispartofGait & Postureen
dc.rights© 2025, Elsevier B.V. For the purpose of Open Access, the author has applied a CC BY public copyright license to any Author Accepted Manuscript version arising from this submission.en
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en
dc.subjectHallux Valgus (HV)en
dc.subjectDeep learning (DL)en
dc.subjectMachine learning (ML)en
dc.subject~Tyndall National Institute - Journal Articles~en
dc.titleMachine learning model for discriminating Hallux Valgus based on plantar pressure measurementsen
dc.typeArticle (peer-reviewed)en
dc.typejournal-articleen
oaire.citation.volume121en
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