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

RCTs - Protocols/Proposals (eHealth) (680) Wearable Devices and Sensors (1162) Digital Biomarkers and Digital Phenotyping (296) Fitness Trackers and Smart Pedometers/Accelerometers (678) Applications of AI (299)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76415, first published .
Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Authors of this article:

Rodrigo Quezada Reyes1 Author Orcid Image ;   Luis A Trejo1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Rodrigo Quezada Reyes   1 , MDS ;   Luis A Trejo   1 , PhD

1 Computer Science Department, School of Engineering and Science, Tecnologico de Monterrey, Estado de México, Mexico

Corresponding Author:

  • Luis A Trejo, PhD
  • Computer Science Department
  • School of Engineering and Science, Tecnologico de Monterrey
  • Carretera al Lago de Guadalupe Km 3.5, Col. Margarita Maza de Juarez, Atizapán de Zaragoza
  • Estado de México 52926
  • Mexico
  • Phone: 52 5558645555
  • Email: ltrejo@tec.mx