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

• Dermot Sheridan ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: dermot.sheridan36@mail.dcu.ie

  Affiliation School of Computing, Dublin City University, Dublin, Ireland

  https://orcid.org/0000-0003-3687-1943

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• Arne Jaspers,

  Roles Conceptualization, Writing – review & editing

  Affiliations Research Group for Musculoskeletal Rehabilitation, Department of Rehabilitation Science, KU Leuven, Leuven, Belgium, KU Leuven Institute of Sports Sciences, KU Leuven, Leuven, Belgium

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• Dinh Viet Cuong,

  Roles Formal analysis, Methodology

  Affiliations School of Computing, Dublin City University, Dublin, Ireland, Insight Centre for Data Analytics, Dublin City University, Dublin, Ireland

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• Tim Op De Beéck,

  Roles Methodology

  Affiliation Runeasi, Leuven, Belgium

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• Niall M. Moyna,

  Roles Conceptualization, Methodology, Supervision

  Affiliation School of Health and Human Performance, Dublin City University, Dublin, Ireland

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• Toon T. de Beukelaar,

  Roles Supervision, Writing – review & editing

  Affiliations KU Leuven Institute of Sports Sciences, KU Leuven, Leuven, Belgium, Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, KU Leuven, Leuven, Belgium

  https://orcid.org/0000-0002-6933-4960

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• Mark Roantree

  Roles Supervision, Writing – review & editing

  Affiliations School of Computing, Dublin City University, Dublin, Ireland, Insight Centre for Data Analytics, Dublin City University, Dublin, Ireland

  https://orcid.org/0000-0002-1329-2570

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