Published on in Vol 9, No 9 (2022): September
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/38067, first published
.

Journals
- Tanaka H, Saga T, Iwauchi K, Honda M, Morimoto T, Matsuda Y, Uratani M, Okazaki K, Nakamura S. The Validation of Automated Social Skills Training in Members of the General Population Over 4 Weeks: Comparative Study. JMIR Formative Research 2023;7:e44857 View
- Hadar-Shoval D, Elyoseph Z, Lvovsky M. The plasticity of ChatGPT’s mentalizing abilities: personalization for personality structures. Frontiers in Psychiatry 2023;14 View
- Elyoseph Z, Hadar-Shoval D, Asraf K, Lvovsky M. ChatGPT outperforms humans in emotional awareness evaluations. Frontiers in Psychology 2023;14 View
- Rahayu D, Padillah R, Septiana N, Setyorini S, Nuraini P. Battle of the minds: AI vs mental health professionals in mental wellness care. Journal of Public Health 2024;46(1):e173 View
- Hadar-Shoval D, Asraf K, Mizrachi Y, Haber Y, Elyoseph Z. Assessing the Alignment of Large Language Models With Human Values for Mental Health Integration: Cross-Sectional Study Using Schwartz’s Theory of Basic Values. JMIR Mental Health 2024;11:e55988 View
- Laymouna M, Ma Y, Lessard D, Schuster T, Engler K, Lebouché B. Roles, Users, Benefits, and Limitations of Chatbots in Health Care: Rapid Review. Journal of Medical Internet Research 2024;26:e56930 View
- Zhong W, Luo J, Zhang H. The therapeutic effectiveness of artificial intelligence-based chatbots in alleviation of depressive and anxiety symptoms in short-course treatments: A systematic review and meta-analysis. Journal of Affective Disorders 2024;356:459 View
- Zhang Q, Wong A, Bayuo J. The Role of Chatbots in Enhancing Health Care for Older Adults: A Scoping Review. Journal of the American Medical Directors Association 2024;25(9):105108 View
- Gallegos C, Kausler R, Alderden J, Davis M, Wang L. Can Artificial Intelligence Chatbots Improve Mental Health?. CIN: Computers, Informatics, Nursing 2024;42(10):731 View
- Villarreal-Zegarra D, Reategui-Rivera C, García-Serna J, Quispe-Callo G, Lázaro-Cruz G, Centeno-Terrazas G, Galvez-Arevalo R, Escobar-Agreda S, Dominguez-Rodriguez A, Finkelstein J. Self-Administered Interventions Based on Natural Language Processing Models for Reducing Depressive and Anxiety Symptoms: Systematic Review and Meta-Analysis. JMIR Mental Health 2024;11:e59560 View
- Luo X, Zhang A, Li Y, Zhang Z, Ying F, Lin R, Yang Q, Wang J, Huang G. Emergence of Artificial Intelligence Art Therapies (AIATs) in Mental Health Care: A Systematic Review. International Journal of Mental Health Nursing 2024;33(6):1743 View
- Beg M, Verma M, M. V, Verma M. Artificial Intelligence for Psychotherapy: A Review of the Current State and Future Directions. Indian Journal of Psychological Medicine 2024 View
- Xian X, Chang A, Xiang Y, Liu M. Debate and Dilemmas Regarding Generative AI in Mental Health Care: Scoping Review. Interactive Journal of Medical Research 2024;13:e53672 View
- Park C, Kim J. Exploring Affective Representations in Emotional Narratives: An Exploratory Study Comparing ChatGPT and Human Responses. Cyberpsychology, Behavior, and Social Networking 2024;27(10):736 View
- Qiu Y, Wu M, Liu J, Li C, Yu Y, Zeng L, Yang B, Yang F. Effectiveness of digital intelligence interventions on depression and anxiety in older adults: A systematic review and meta-analysis. Psychiatry Research 2024;342:116166 View
- Mess F, Blaschke S, Gebhard D, Friedrich J. Precision prevention in occupational health: a conceptual analysis and development of a unified understanding and an integrative framework. Frontiers in Public Health 2024;12 View
- Doğan T, Koçtürk N, Akın E, Kurnaz M, Öztürk C, Şen A, Yalçın M. Science‐Based Mobile Apps for Reducing Anxiety: A Systematic Review and Meta‐Analysis. Clinical Psychology & Psychotherapy 2024;31(5) View
- Das K, Gavade P. A review on the efficacy of artificial intelligence for managing anxiety disorders. Frontiers in Artificial Intelligence 2024;7 View
- Manole A, Cârciumaru R, Brînzaș R, Manole F. Harnessing AI in Anxiety Management: A Chatbot-Based Intervention for Personalized Mental Health Support. Information 2024;15(12):768 View
- Linardon J, Fuller-Tyszkiewicz M, Firth J, Goldberg S, Anderson C, McClure Z, Torous J. Systematic review and meta-analysis of adverse events in clinical trials of mental health apps. npj Digital Medicine 2024;7(1) View
- Manole A, Cârciumaru R, Brînzaș R, Manole F. An Exploratory Investigation of Chatbot Applications in Anxiety Management: A Focus on Personalized Interventions. Information 2024;16(1):11 View
- Yang Q, Cheung K, Zhang Y, Zhang Y, Qin J, Xie Y. Conversational agents in physical and psychological symptom management: A systematic review of randomized controlled trials. International Journal of Nursing Studies 2025;163:104991 View
- Lau Y, Ang W, Ang W, Pang P, Wong S, Chan K, Lamela D. Artificial Intelligence–Based Psychotherapeutic Intervention on Psychological Outcomes: A Meta‐Analysis and Meta‐Regression. Depression and Anxiety 2025;2025(1) View
- Cruz-Gonzalez P, He A, Lam E, Ng I, Li M, Hou R, Chan J, Sahni Y, Vinas Guasch N, Miller T, Lau B, Sánchez Vidaña D. Artificial intelligence in mental health care: a systematic review of diagnosis, monitoring, and intervention applications. Psychological Medicine 2025;55 View
- Bloch-Atefi A. Balancing Ethics and Opportunities: The Role of AI in Psychotherapy and Counselling. Psychotherapy and Counselling Journal of Australia 2025;13(1) View
- Zhang X, Li Z, Zhang M, Yin M, Yang Z, Gao D, Li H. Exploring artificial intelligence (AI) Chatbot usage behaviors and their association with mental health outcomes in Chinese university students. Journal of Affective Disorders 2025;380:394 View
- Liebherr M, Babiker A, Alshakhsi S, Al-Thani D, Yankouskaya A, Montag C, Ali R. Artificial Intelligence vs. Users’ Well-Being and the Role of Personal Factors: A Study on Arab and British Samples. Journal of Technology in Behavioral Science 2025 View
- Shidende N, Mwogosi A. Exploring the impact of generative AI tools on healthcare delivery in Tanzania. Journal of Health Organization and Management 2025 View
- Rony M, Das D, Khatun M, Ferdousi S, Akter M, Khatun M, Begum M, Khalil M, Parvin M, Alrazeeni D, Akter F. Artificial intelligence in psychiatry: A systematic review and meta-analysis of diagnostic and therapeutic efficacy. DIGITAL HEALTH 2025;11 View
- Ni Y, Jia F. A Scoping Review of AI-Driven Digital Interventions in Mental Health Care: Mapping Applications Across Screening, Support, Monitoring, Prevention, and Clinical Education. Healthcare 2025;13(10):1205 View
- Qiu Y, Liu J, Yu Y, Zeng L, Yue Y, Gu J, Tong M, Yang F. Comparative effectiveness of digitally delivered psychological therapies for depression and anxiety symptoms in older adults: A systematic review and network meta-analysis. Psychiatry Research 2025;351:116589 View
Books/Policy Documents
- Manek A, Priyanga P, Christa S, Dawda N. Data Science and Big Data Analytics. View
- Yadav S. AI Technologies and Advancements for Psychological Well-Being and Healthcare. View
- Rawat P, Bajaj M, Vats S, Sharma V. A Practitioner's Approach to Problem-Solving using AI. View
- Verma M, Chanthar K, Beg M. Chatbots and Mental Healthcare in Psychology and Psychiatry. View
- Beg M, Verma M. Chatbots and Mental Healthcare in Psychology and Psychiatry. View
Conference Proceedings
- Ahmadi S, Fox E. 2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC). AI Chatbot for Generating Episodic Future Thinking (EFT) Cue Texts for Health View
- Huang Y, Zhou Q, Piper A. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Designing Conversational AI for Aging: A Systematic Review of Older Adults' Perceptions and Needs View