The Potential Influence of AI on Population Mental Health

Journals

1. Hoang H, Ha H, Nguyen H, Watton P, Ngo L. Advancing mental health diagnostics: a review on the role of smartphones, wearable devices, and artificial intelligence in depression and anxiety detection. Biomedical Engineering Letters 2025;15(6):1003 View
2. Chaturvedi A. Exploring empathy in artificial intelligence: synthesis and paths for future research. Information Discovery and Delivery 2025;53(3):406 View
3. Biró A, Iantovics L, Fekete L, Fekete G. Prototype of a multimodal AI system for vitiligo detection and mental health monitoring. Frontiers in Medicine 2025;12 View
4. Yesha R, Orezzoli M, Sims K, Landau A. Digital Mental Health Through an Intersectional Lens: A Narrative Review. Healthcare 2026;14(2):211 View
5. Han Q, Zhao C. Exploring the application of artificial intelligence in mental health through thematic analysis. Mental Health and Social Inclusion 2025:1 View
6. Artsi Y, Sorin V, Glicksberg B, Nadkarni G, Klang E. Advancing Clinical Practice: The Potential of Multimodal Technology in Modern Medicine. Journal of Clinical Medicine 2024;13(20):6246 View
7. ElSayary A, Hojeij Z, Hadi L. The association between ethical AI use and well-being among young adults in the UAE: a structural equation modeling approach. Wellbeing, Space and Society 2026;10:100375 View
8. Glickman M, Sharot T. AI-induced hyper-learning in humans. Current Opinion in Psychology 2024;60:101900 View
9. Wei L. “I Am Creative, Therefore I Am Employable”: Self-Creativity Identity as a Mediator of the AI-Unemployment Anxiety Link. Beijing International Review of Education 2025;7(3):224 View
10. Panduwiyasa H. Leveraging AI-based digital systems in psychological interventions: a research opinion. Frontiers in Digital Health 2025;7 View
11. Oo C, Wider W, Pang N, Koh E, Vasanthi R, Thet K, Ramalho R, Özdemir B, Mahboob K. The benefits and future potential of generative artificial intelligence (GAI) on mental health: a Delphi study. International Journal of Qualitative Studies on Health and Well-being 2026;21(1) View
12. Buckley P. Practical Tips for Enhancing Academic Skills with Generative Artificial Intelligence Tools. Academic Psychiatry 2025;49(1):40 View
13. Xie Y, Fadahunsi K, Broughan J, Donoghue J, Gallagher J, Cullen W, ElSayary A. Artificial intelligence for contextual well-being: Protocol for an exploratory sequential mixed methods study with medical students as a social microcosm. PLOS One 2025;20(5):e0321426 View
14. Jain G, Patole E, Pareek S. Digital companionship: The interplay of conversational AI, loneliness, social anxiety, and quality of life among young adults. Acta Psychologica 2026;264:106467 View
15. Delello J, Sung W, Mokhtari K, Hebert J, Bronson A, De Giuseppe T. AI in the Classroom: Insights from Educators on Usage, Challenges, and Mental Health. Education Sciences 2025;15(2):113 View
16. Gao F, Dhumras H, Thakur G, Xue X, Yang Y. Leveraging Cooperative Learning Algorithms for Early Detection of Mental Health Issues Using Intelligence of Social Things Data. IEEE Transactions on Computational Social Systems 2026;13(1):1091 View
17. Auf H, Svedberg P, Nygren J, Nair M, Lundgren L. The Use of AI in Mental Health Services to Support Decision-Making: Scoping Review. Journal of Medical Internet Research 2025;27:e63548 View
18. Sallam M, Barakat M, Sallam M. A Preliminary Checklist (METRICS) to Standardize the Design and Reporting of Studies on Generative Artificial Intelligence–Based Models in Health Care Education and Practice: Development Study Involving a Literature Review. Interactive Journal of Medical Research 2024;13:e54704 View
19. Goldie J, Dennis S, Hipgrave L, Coleman A. Practitioner Perspectives on the Uses of Generative AI Chatbots in Mental Health Care: Mixed Methods Study. JMIR Human Factors 2025;12:e71065 View
20. Omar M, Soffer S, Charney A, Landi I, Nadkarni G, Klang E. Applications of large language models in psychiatry: a systematic review. Frontiers in Psychiatry 2024;15 View
21. Artsi Y, Sorin V, Glicksberg B, Korfiatis P, Freeman R, Nadkarni G, Klang E. Challenges of Implementing LLMs in Clinical Practice: Perspectives. Journal of Clinical Medicine 2025;14(17):6169 View
22. Shehata M, Yokoyama C, Platt M. Neuroscience Needs Behavioral “Wind Tunnels” for Real-Life Translation. The Journal of Neuroscience 2025;45(45):e1705252025 View
23. Paić G, Serkin L. The impact of artificial intelligence: from cognitive costs to global inequality. The European Physical Journal Special Topics 2025;234(10):3045 View
24. Zhang N, Guan J, Zou T, Shi T, Liu K. How to use social media and artificial intelligence to promote mental health among Chinese and Chinese American college students in the U.S.. Current Psychology 2025;44(10):8400 View

Books/Policy Documents

1. Pham T, Holmes S, Chatzopoulou D, Coulthard P. Artificial Intelligence in Facial Trauma, Oral Diseases, and Systemic Health. View
2. Buijs E, Maggioni E, Carrafiello G. Artificial Intelligence. View
3. Patel R, Singh Y, Jadeja P, Prajapati B. Artificial Intelligence in Patient Counselling. View
4. Golden S, Test T, Haley M. Culturally Sustainable Counseling Curricula in Online Higher Education. View
5. Sowbarnika A, Patra A, Kaur L, Suresh S, Srivastava S, Chawla D. Chatbots and Mental Healthcare in Psychology and Psychiatry. View
6. Zahra S, Bibi E, Younus Z. Artificial Intelligence and Human Agency in Education: Volume One. View

Conference Proceedings

1. Mahmood A, Sharma K, Suman S, Sharma A, Sharma C, Chaudhary V. 2025 International Conference on Innovations and Emerging Technologies In AI & Communication Systems (IETACS). Comparative Deep Learning for Multiclass Mental Health Status Prediction Using Pre-Trained CNN Architectures View