Estimation of resting metabolic rate in professional soccer players: A cross-sectional study comparing traditional predictive equations and a preliminary machine learning model against indirect calorimetry

• Carlos Abraham Herrera-Amante,

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

  Affiliations Division of Health Sciences, Nutritional Assessment and Nutritional Care Laboratory, Tonalá University Center, University of Guadalajara, Tonalá, México, Ibero-American Network of Researchers in Applied Anthropometry, Almería, Spain

  https://orcid.org/0000-0002-3645-3621

  ⨯
• Rodrigo Yáñez-Sepúlveda,

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

  Affiliation Faculty of Education and Social Sciences, Universidad Andres Bello, Viña del Mar, Chile

  ⨯
• Eduardo Báez-San Martín,

  Roles Writing – original draft, Writing – review & editing

  Affiliations Laboratorio de Fisiología del Ejercicio y Rendimiento Deportivo, Facultad de Ciencias de la Actividad Física y del Deporte, Universidad de Playa Ancha, Valparaíso, Chile, Facultad de Ciencias de la Vida, Carrera de Entrenador Deportivo, Universidad Viña del Mar, Viña del Mar, Chile

  https://orcid.org/0000-0002-3881-1015

  ⨯
• César Octavio Ramos-García,

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

  Affiliations Division of Health Sciences, Nutritional Assessment and Nutritional Care Laboratory, Tonalá University Center, University of Guadalajara, Tonalá, México, Ibero-American Network of Researchers in Applied Anthropometry, Almería, Spain

  https://orcid.org/0000-0002-3697-4013

  ⨯
• Eduardo Guzmán-Muñoz,

  Roles Data curation, Formal analysis

  Affiliations Facultad de Salud, Escuela de Kinesiología, Universidad Santo Tomás, Talca, Chile, Facultad de Educación, Escuela de Pedagogía en Educación Física, Universidad Autónoma de Chile, Talca, Chile

  ⨯
• Rodrigo Olivares,

  Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Escuela de Ingeniería Informática, Universidad de Valparaíso, Valparaíso, Chile

  ⨯
• José Francisco López-Gil

  Roles Conceptualization, Methodology, Supervision, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: josefranciscolopezgil@gmail.com

  Affiliations School of Medicine, Universidad Espíritu Santo, Samborondón, Ecuador, Vicerrectoría de Investigación y Postgrado, Universidad de Los Lagos, Osorno

  https://orcid.org/0000-0002-7412-7624

  ⨯