[Paper Review] Practical Use of ChatGPT in Psychiatry for Treatment Plan and Psychoeducation

Farzan Vahedifard, Atieh Sadeghniiat Haghighi+3 more|arXiv (Cornell University)|Nov 15, 2023

Digital Mental Health Interventions8 citations

TL;DR

A narrative review examining how ChatGPT can support psychiatry across therapy, self-help, mindfulness, screening, education, specialized populations, and crisis management, while emphasizing it should not replace professionals and highlighting ethical considerations.

ABSTRACT

Artificial Intelligence (AI) has revolutionized various fields, including medicine and mental health support. One promising application is ChatGPT, an advanced conversational AI model that uses deep learning techniques to provide human-like responses. This review paper explores the potential impact of ChatGPT in psychiatry and its various applications, highlighting its role in therapy and counseling techniques, self-help and coping strategies, mindfulness and relaxation techniques, screening and monitoring, education and information dissemination, specialized support, group and family support, learning and training, expressive and artistic therapies, telepsychiatry and online support, and crisis management and prevention. While ChatGPT offers personalized, accessible, and scalable support, it is essential to emphasize that it should not replace the expertise and guidance of qualified mental health professionals. Ethical considerations, such as user privacy, data security, and human oversight, are also discussed. By examining the potential and challenges, this paper sheds light on the responsible integration of ChatGPT in psychiatric research and practice, fostering improved mental health outcomes.

Motivation & Objective

• Assess the potential applications of ChatGPT in various psychiatric domains (therapy, self-help, mindfulness, screening, education, specialized support, group/family, learning)
• Identify practical uses and example prompts for ChatGPT in psychiatric practice
• Discuss ethical considerations including privacy, data security, and human oversight for integrating AI in psychiatry
• Highlight limitations and future research directions for responsible deployment

Proposed method

• Synthesis of existing literature and thematic analysis of ChatGPT applications in psychiatry across multiple domains (therapy, self-help, mindfulness, screening, education, specialized support, group/family, learning)
• Compilation of example prompts and use-cases illustrating practical implementation in clinical and educational settings
• Critical discussion of ethical considerations, privacy, data security, and the need for human oversight
• Articulation of future research directions and challenges for responsible AI integration in psychiatric practice

Experimental results

Research questions

• RQ1 What are the potential domains and use-cases where ChatGPT can support psychiatric practice?
• RQ2 What are the ethical, privacy, and oversight considerations for deploying ChatGPT in psychiatry?
• RQ3 What are the limitations and boundaries of AI-assisted psychiatry compared to professional care?
• RQ4 What future research directions are needed to integrate ChatGPT responsibly in psychiatric research and practice?

Key findings

• ChatGPT can augment therapy and counseling via therapeutic conversations, CBT/DBT support, role-play, and interpersonal tools, while not replacing professional care
• It can support self-help, coping strategies, behavioral activation, and emergency management with personalized, on-demand guidance
• Mindfulness, relaxation, sleep hygiene, and relaxation techniques can be delivered in a scalable, tailored manner
• ChatGPT offers screening, monitoring, psychoeducation, and information dissemination, enabling remote check-ins and treatment tracking
• Specialized support covers demographics and conditions (e.g., PTSD, OCD, geriatric psychiatry, perinatal mental health) and group/family contexts
• Educational functions include psychoeducation, disseminating research, stigma reduction, and cultural competency, aiding both patients and professionals