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

Quality Evaluation and Descriptive Analysis/Reviews of Multiple Existing Mobile Apps (556) Mobile Health (mhealth) (5301) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3356) Mobile Health in Psychiatry (744) Chatbots and Conversational Agents (1235)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58597, first published .
Child's back, wearing a yellow sweater, playing on a tablet

Artificial Intelligence–Based Mobile Phone Apps for Child Mental Health: Comprehensive Review and Content Analysis

Artificial Intelligence–Based Mobile Phone Apps for Child Mental Health: Comprehensive Review and Content Analysis

Authors of this article:

Fan Yang1 Author Orcid Image ;   Jianan Wei2 Author Orcid Image ;   Xuejun Zhao3 Author Orcid Image ;   Ruopeng An4 Author Orcid Image
Article Authors Cited by (12) Tweetations Metrics

Journals

  1. Verma P. The role of health-consciousness and narcissist admiration in determining attitude towards adoption of health applications, influenced by observation and trialability. International Journal of Pharmaceutical and Healthcare Marketing 2025:1 View
  2. Voultsiou E, Moussiades L. A Systematic Review of Large Language Models in Mental Health: Opportunities, Challenges, and Future Directions. Electronics 2026;15(3):524 View
  3. Ntambo B, Mwenya P, J. E, Venice J. Design and evaluation of pediatric health prediction systems for low-resource settings. Dale View's Journal of Health Sciences and Medical Research 2025;2(2):1 View
  4. Bischops A, Kavanaugh J, Bickham D. Clinical implementation of artificial intelligence in adolescent mental healthcare. Current Opinion in Pediatrics 2026;38(4):374 View
  5. Song Y, Deng X, Hu T, Feng S, Xing L. Chinese Mobile Health Apps for Preventing and Managing Pelvic Floor Dysfunction: Quality Assessment and Content Analysis. Journal of Medical Internet Research 2026;28:e80126 View
  6. Cheng S, Kim E, Bhalodi R, Um T, Wong D, Yuen E. Artificial Intelligence in Child and Adolescent Psychiatry: A Narrative Review of Recent Clinical Applications and Ethical Considerations. Current Psychiatry Reports 2026;28(1) View
  7. Bok S, Shum J, Lee M. Chasing Happily Ever After: Psychometric Development and Nomological Validation of the Rescue Fantasy Beliefs Scale. Behavioral Sciences 2026;16(7):1113 View
  8. Hilty D, ELNahas G, Mphil S, Mucić D, Vukojević J, Halbreich U, Riese H, Gentry M, Gkouvas N, Gaur V, Kyriazakis V, da Costa M, Volpe U, King D, Singh M, Gaebel W, Soler J, Vohra S, Zhang X, Shore J, Torous J, Yellowlees P. Developing the WPA Mobile Health, AI and Digital Technologies Guideline: Methodology and Consensus Process. Journal of Technology in Behavioral Science 2026 View

Books/Policy Documents

  1. Huang J, Yang F, Lee J. Artificial Intelligence in Social Work. View
  2. Obiols P. Crucial Ethical Keys of Artificial Intelligence. View

Conference Proceedings

  1. Ponnuchamy K, Bharathi S, Nadeem S, P S, Shahid S, Bala N. 2025 International Conference on Sustainable Communication Networks and Application (ICSCN). New Parent App : A Mobile based Baby Growth and Milestone Tracker with Chatbot Support View
  2. Anvari S, Ppali S, Garcia Hernandez D, Wehbe R. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. When Your Therapist Is an Algorithm: Understanding the Role of AI in Mental Health Mobile Applications View