This paper is in the following e-collection/theme issue:

Reviews on Human Factors (78) Cognition and Information Processing in Human Factors Research (31) Machine Learning (2199) Registered Report (825)

Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78648, first published .
Machine Learning for the Analysis of Healthy Lifestyle Data: Scoping Review and Guidelines

Machine Learning for the Analysis of Healthy Lifestyle Data: Scoping Review and Guidelines

Machine Learning for the Analysis of Healthy Lifestyle Data: Scoping Review and Guidelines

Authors of this article:

Tony Estrella1, 2 Author Orcid Image ;   Lluis Capdevila1, 2 Author Orcid Image ;   Carla Alfonso1, 2 Author Orcid Image ;   Josep-Maria Losilla1, 3 Author Orcid Image
Article Authors Cited by Tweetations (1) Metrics

Tony Estrella   1, 2 , MSc ;   Lluis Capdevila   1, 2 , PhD ;   Carla Alfonso   1, 2 , PhD ;   Josep-Maria Losilla   1, 3 , PhD

1 Sport Research Institute, Universitat Autònoma de Barcelona, Bellaterra, Spain

2 Department of Basic Psychology, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain

3 Department of Psychobiology and Methodology of Health Science, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain

Corresponding Author:

  • Tony Estrella, MSc
  • Department of Basic Psychology
  • Universitat Autònoma de Barcelona
  • Edifici N, Planta 1
  • Cerdanyola del Vallès, Barcelona 08193
  • Spain
  • Phone: 34 93 581 2758
  • Email: antonio.estrella@uab.cat