A machine learning approach to identify stride characteristics predictive of musculoskeletal injury, enforced rest and retirement in Thoroughbred racehorses

Abstract Decreasing speed and stride length over successive races have been shown to be associated with musculoskeletal injury (MSI) in racehorses, demonstrating the potential for early detection of MSI through longitudinal monitoring of changes in stride characteristics. A machine learning (ML) app...

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Bibliographic Details
Main Authors: Paulo M. Bogossian, Usha Nattala, Adelene S. M. Wong, Ashleigh V. Morrice-West, Geordie Z. Zhang, Pratibha Rana, R. Chris Whitton, Peta L. Hitchens
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-79071-1
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