Prediction of the Wingate anaerobic mechanical power outputs from a maximal incremental cardiopulmonary exercise stress test using machine-learning approach

• Efrat Leopold,

  Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Biomedical Engineering and Neufeld Cardiac Research Institute Tel-Aviv University, Ramat-Aviv, Israel

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• Dalya Navot-Mintzer,

  Roles Data curation

  Affiliation The Ribstein Center for Sport Medicine Sciences and Research, The Wingate Institute, Netanya, Israel

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• Eyal Shargal,

  Roles Data curation

  Affiliation The Ribstein Center for Sport Medicine Sciences and Research, The Wingate Institute, Netanya, Israel

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• Sharon Tsuk,

  Roles Data curation

  Affiliation The Zinman College of Physical Education and Sport Sciences at The Wingate Institute, Netanya, Israel

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• Tamir Tuller ,

  Contributed equally to this work with: Tamir Tuller, Mickey Scheinowitz

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Visualization, Writing – review & editing

  Affiliation Department of Biomedical Engineering and Neufeld Cardiac Research Institute Tel-Aviv University, Ramat-Aviv, Israel

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• Mickey Scheinowitz

  Contributed equally to this work with: Tamir Tuller, Mickey Scheinowitz

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Visualization, Writing – review & editing

  * E-mail: mickeys@post.tau.ac.il

  Current address: Sylvan Adams Sports Institute, Tel-Aviv University, Ramat-Aviv, Israel

  Affiliation Department of Biomedical Engineering and Neufeld Cardiac Research Institute Tel-Aviv University, Ramat-Aviv, Israel

  http://orcid.org/0000-0001-9675-0022

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