Estimating an individual’s oxygen uptake during cycling exercise with a recurrent neural network trained from easy-to-obtain inputs: A pilot study

• Andrea Zignoli ,

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

  * E-mail: andrea.zignoli@univr.it

  Affiliations CeRiSM Research Centre, University of Verona, Rovereto (TN), Italy, Department of Neuroscience, Biomedicine and Movement, University of Verona, Verona, Italy, Department of Industrial Engineering, University of Trento, Trento, Italy

  http://orcid.org/0000-0003-1315-5573

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• Alessandro Fornasiero,

  Roles Data curation, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliations CeRiSM Research Centre, University of Verona, Rovereto (TN), Italy, Department of Neuroscience, Biomedicine and Movement, University of Verona, Verona, Italy

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• Matteo Ragni,

  Roles Conceptualization, Data curation, Formal analysis, Software, Writing – review & editing

  Affiliation Department of Industrial Engineering, University of Trento, Trento, Italy

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• Barbara Pellegrini,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliations CeRiSM Research Centre, University of Verona, Rovereto (TN), Italy, Department of Neuroscience, Biomedicine and Movement, University of Verona, Verona, Italy

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• Federico Schena,

  Roles Resources, Writing – review & editing

  Affiliations CeRiSM Research Centre, University of Verona, Rovereto (TN), Italy, Department of Neuroscience, Biomedicine and Movement, University of Verona, Verona, Italy

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• Francesco Biral,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Industrial Engineering, University of Trento, Trento, Italy

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• Paul B. Laursen

  Roles Supervision, Writing – original draft, Writing – review & editing

  Affiliation Sports Performance Research Institute NZ, Auckland University of Technology, Auckland, New Zealand

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