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

Digital Health Reviews (3491) Web-based and Mobile Health Interventions (5705) Mental Health Issues in Adolescence (744) Chronic Disease Self-Management in Childhood and Adolescence (221) Registered Report (1473)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://www.medrxiv.org/content/10.1101/2025.09.01.25334834v1, first published .
Teenage boy in blue hoodie walking in high school hallway and sitting on bench

Toward Participatory Precision Health With Co-Designed Recommendations: Systematic Review of Just-in-Time Adaptive Interventions in Adolescents and Young Adults

Toward Participatory Precision Health With Co-Designed Recommendations: Systematic Review of Just-in-Time Adaptive Interventions in Adolescents and Young Adults

Authors of this article:

Kathleen W Guan1 Author Orcid Image ;   Mohammed Amara2 Author Orcid Image ;   Viviana Cortiana3 Author Orcid Image ;   Imran Khan4 Author Orcid Image ;   Sıla Gürbüz5 Author Orcid Image ;   Carmine Iorio6 Author Orcid Image ;   Rayyan Ali7 Author Orcid Image ;   Christopher Adlung1 Author Orcid Image ;   Crystal R Smit8 Author Orcid Image ;   Annabel Vreeker8, 9 Author Orcid Image ;   Eva Thalassinou10 Author Orcid Image ;   Eeske van Roekel11 Author Orcid Image ;   Loes Keijsers8 Author Orcid Image ;   Mark de Reuver1 Author Orcid Image ;   Caroline A Figueroa1, 12 Author Orcid Image
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Journals

  1. Morouço P, Ramadas E. Digital Physical Activity Interventions for Mental Health Promotion of and Reduction in Addictive Behaviors: Integrative Comprehensive Review with a Focus on Personalization and Implementation. International Journal of Environmental Research and Public Health 2026;23(6):703 View
  2. Somkuwar S, Hussain U, Sahu D, Sheikh M, Sheikh S, Gautam M, Meshram S, Belgamwar V. Transforming Depression Research: The Role of Artificial Intelligence and Computational Modelling. In Silico Research in Biomedicine 2026:100492 View