Machine learning model for discriminating Hallux Valgus based on plantar pressure measurements
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Accepted Version
Date
2025-09-04
Authors
Wu, Jin Ran
O'Flynn, Brendan
Tedesco, Salvatore
Visentin, Andrea
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier B.V.
Published Version
Abstract
Hallux 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.
Description
Keywords
Hallux Valgus (HV) , Deep learning (DL) , Machine learning (ML)
Citation
Wu, 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.2025.07.259