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

Non-randomized Protocols and Methods (ehealth) (675) Substance Abuse (533) Machine Learning (2090) Wearable Devices and Sensors (1147) Digital Biomarkers and Digital Phenotyping (290) Ecological Momentary Assessment (EMA) (411) Mobile Health (mhealth) (3482) mHealth for Data Collection and Research (1207)

Published on in Vol 14 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/71374, first published .
Development of a Cohesive Predictive Model for Substance Use Disorder Rehabilitation Using Passive Digital Biomarkers, Psychological Assessments, and Automated Facial Emotion Recognition: Protocol for a Prospective Cohort Study

Development of a Cohesive Predictive Model for Substance Use Disorder Rehabilitation Using Passive Digital Biomarkers, Psychological Assessments, and Automated Facial Emotion Recognition: Protocol for a Prospective Cohort Study

Development of a Cohesive Predictive Model for Substance Use Disorder Rehabilitation Using Passive Digital Biomarkers, Psychological Assessments, and Automated Facial Emotion Recognition: Protocol for a Prospective Cohort Study

Authors of this article:

Andrea P Garzón-Partida1, 2 Author Orcid Image ;   Kimberly Magaña-Plascencia1, 2 Author Orcid Image ;   Diana Emilia Martínez-Fernández3 Author Orcid Image ;   Joaquín García-Estrada1, 2 Author Orcid Image ;   Sonia Luquin1, 2 Author Orcid Image ;   David Fernández-Quezada1, 2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Andrea P Garzón-Partida   1, 2 , BSc ;   Kimberly Magaña-Plascencia   1, 2 , BSc ;   Diana Emilia Martínez-Fernández   3 , PhD ;   Joaquín García-Estrada   1, 2 , PhD ;   Sonia Luquin   1, 2 , PhD ;   David Fernández-Quezada   1, 2 , PhD

1 Departamento de Neurociencias, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico

2 Instituto de Neurociencias Traslacionales, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico

3 Departamento de Farmacobiologia, Centro Universitario de Ciencias Exactas e Ingenierías, Universidad de Guadalajara, Guadalajara, Mexico

Corresponding Author:

  • David Fernández-Quezada, PhD
  • Departamento de Neurociencias
  • Centro Universitario de Ciencias de la Salud
  • Universidad de Guadalajara
  • Sierra Mojada 950
  • Guadalajara Jalisco
  • Guadalajara 44340
  • Mexico
  • Phone: 52 3310585200
  • Email: david.fernandez@academicos.udg.mx