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

Applications of AI (246) Artificial Intelligence (1996)

Published on in Vol 2 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44358, first published .
Using Conversational AI to Facilitate Mental Health Assessments and Improve Clinical Efficiency Within Psychotherapy Services: Real-World Observational Study

Using Conversational AI to Facilitate Mental Health Assessments and Improve Clinical Efficiency Within Psychotherapy Services: Real-World Observational Study

Using Conversational AI to Facilitate Mental Health Assessments and Improve Clinical Efficiency Within Psychotherapy Services: Real-World Observational Study

Authors of this article:

Max Rollwage1 Author Orcid Image ;   Johanna Habicht1 Author Orcid Image ;   Keno Juechems1 Author Orcid Image ;   Ben Carrington1 Author Orcid Image ;   Sruthi Viswanathan1 Author Orcid Image ;   Mona Stylianou2 Author Orcid Image ;   Tobias U Hauser1, 3, 4, 5 Author Orcid Image ;   Ross Harper1 Author Orcid Image
Article Authors Cited by (21) Tweetations (7) Metrics

Journals

  1. Habicht J, Viswanathan S, Carrington B, Hauser T, Harper R, Rollwage M. Closing the accessibility gap to mental health treatment with a personalized self-referral chatbot. Nature Medicine 2024;30(2):595 View
  2. Rollwage M, Habicht J, Juchems K, Carrington B, Hauser T, Harper R. Conversational AI facilitates mental health assessments and is associated with improved recovery rates. BMJ Innovations 2024;10(1-2):4 View
  3. Zahavi I, Ben Shitrit I, Einav S. Using augmented intelligence to improve long term outcomes. Current Opinion in Critical Care 2024;30(5):523 View
  4. Grosshans M, Paul T, Fischer S, Lotzmann N, List H, Haag C, Mutschler J. Conversation-based AI for anxiety disorders might lower the threshold for traditional medical assistance: a case report. Frontiers in Public Health 2024;12 View
  5. Indah Permatasari R, Parama Artha D, Satria Wiratama B, Wulandari H, Sato H, El Wahed A, Frutos R, Wibawa T, Prabandari R, Hasanbasri M, Ramadona A, Rauf A, Wiratama B, Maula A. Overview of chatbot usage on mental health: A scoping review. BIO Web of Conferences 2024;132:05002 View
  6. 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
  7. Kleine A, Kokje E, Hummelsberger P, Lermer E, Schaffernak I, Gaube S. AI-enabled clinical decision support tools for mental healthcare: A product review. Artificial Intelligence in Medicine 2025;160:103052 View
  8. Ojo Y, Makinde O, Babatunde O, Babatunde G, Okeowo S. Evaluating AI-Driven Mental Health Solutions: A Hybrid Fuzzy Multi-Criteria Decision-Making Approach. AI 2025;6(1):14 View
  9. Nelson J, Kaplan J, Simerly G, Nutter N, Edson-Heussi A, Woodham B, Broman-Fulks J. The balance and integration of artificial intelligence within cognitive behavioral therapy interventions. Current Psychology 2025;44(9):7847 View
  10. Milasan L, Scott‐Purdy D. The Future of Artificial Intelligence in Mental Health Nursing Practice: An Integrative Review. International Journal of Mental Health Nursing 2025;34(1) View
  11. Guhan P, Awasthi N, McDonald K, Bussell K, Reeves G, Manocha D, Bera A. Developing a Machine Learning–Based Automated Patient Engagement Estimator for Telehealth: Algorithm Development and Validation Study. JMIR Formative Research 2025;9:e46390 View
  12. Habicht J, Dina L, McFadyen J, Stylianou M, Harper R, Hauser T, Rollwage M. Generative AI–Enabled Therapy Support Tool for Improved Clinical Outcomes and Patient Engagement in Group Therapy: Real-World Observational Study. Journal of Medical Internet Research 2025;27:e60435 View
  13. Gkintoni E, Vassilopoulos S, Nikolaou G, Boutsinas B. Digital and AI-Enhanced Cognitive Behavioral Therapy for Insomnia: Neurocognitive Mechanisms and Clinical Outcomes. Journal of Clinical Medicine 2025;14(7):2265 View
  14. Herriger C, Merlo O, Eisingerich A, Arigayota A. Context-Contingent Privacy Concerns and Exploration of the Privacy Paradox in the Age of AI, Augmented Reality, Big Data, and the Internet of Things: Systematic Review. Journal of Medical Internet Research 2025;27:e71951 View
  15. Taylor N, Springer P, Bischoff R. Guidelines for Integrating Technology in Clinical Practice. International Journal of Systemic Therapy 2025:1 View
  16. 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
  17. Fritz B, Eppelmann L, Edelmann A, Rohrmann S, Wessa M. How mental health status and attitudes toward mental health shape AI Acceptance in psychosocial care: a cross-sectional analysis. BMC Psychology 2025;13(1) View
  18. Ni Y, Cao Y. Exploring ChatGPT’s capabilities, stability, potential and risks in conducting psychological counseling through simulations in school counseling. Mental Health and Digital Technologies 2025 View
  19. Potluri S, Al Hafiz Khan M, Pei Y. Large language model enabled synthetic dataset generation for human-AI teaming in mental health assessment. Applied Computing and Intelligence 2025;5(2):127 View

Books/Policy Documents

  1. Kannusamy R, Collis C. Artificial Intelligence in Education Technologies: New Development and Innovative Practices. View
  2. Bandyopadhyay B, Jain N. Wearable AI in Psychotherapy. View