Papers and Policy Briefs

CREATE's Curated List of AI and Mental Health Papers

We will update this OSF project regularly with papers and preprints that are recent and/or relevant to LLMs for implementation and mental health. Topics include Overviews, Methodologies, Implementation and Training, Policy, Ethics, Consumer Perspectives, and Direct to Consumer LLMs.

Link to OSF Project

Real-world use of large language models for mental health in 2024

A Blueprint for Using AI in Psychotherapy - Stanford University Human-Centered Artificial Intelligence

Current Real-World Use of Large Language Models for Mental Health - OSF Preprints

Designing Clinical Large Language Models for Evidence-Based Psychological Practice - PsyARXiv Preprints

Generative Artificial Intelligence in PTSD Treatment: Exploring Five Different Use Cases

Policy Brief - Toward Responsible Development and Evaluation of LLMs in Psychotherapy

Readiness Evaluation for Artificial Intelligence-Mental Health Deployment and Implementation (READI): A Review and Proposed Framework - Technology, Mind, and Behavior

TherapyTrainer: Using AI to Train Therapists in Written Exposure Therapy - ScienceDirect

A Scoping Review of Generative AI in Mental Health Support [preprint]