Estimating oxygen uptake in simulated team sports using machine learning models and wearable sensor data: A pilot study.

Estimating oxygen uptake in simulated team sports using machine learning models and wearable sensor data: A pilot study.

Accurate assessment of training status in team sports is crucial for optimising performance and reducing injury risk. This pilot study investigates the feasibility of using machine learning (ML) models to estimate oxygen uptake (VO2) with wearable sensors during team sports activities. Six healthy m...

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Bibliographic Details
Main Authors: Dermot Sheridan, Arne Jaspers, Dinh Viet Cuong, Tim Op De Beéck, Niall M Moyna, Toon T de Beukelaar, Mark Roantree
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0319760
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