PLoS ONE (Jan 2023)

Toward characterizing cardiovascular fitness using machine learning based on unobtrusive data

  • Maria Cecília Moraes Frade,
  • Thomas Beltrame,
  • Mariana de Oliveira Gois,
  • Allan Pinto,
  • Silvia Cristina Garcia de Moura Tonello,
  • Ricardo da Silva Torres,
  • Aparecida Maria Catai

Journal volume & issue
Vol. 18, no. 3

Abstract

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Cardiopulmonary exercise testing (CPET) is a non-invasive approach to measure the maximum oxygen uptake (