用于心理治疗的人工智能:现状与未来方向综述
Artificial Intelligence for Psychotherapy: A Review of the Current State and Future Directions.
作者信息
Beg Mirza Jahanzeb, Verma Mohit, M Vishvak Chanthar K M, Verma Manish Kumar
机构信息
Dept. of Psychology, Lovely Professional University, Phagwara, Punjab, India.
Dept. of Endocrine and Breast Surgery, Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, India.
出版信息
Indian J Psychol Med. 2024 Jul 28;47(4):314-325. doi: 10.1177/02537176241260819. eCollection 2025 Jul.
PURPOSE OF THE REVIEW
Psychotherapy is crucial for addressing mental health issues but is often limited by accessibility and quality. Artificial intelligence (AI) offers innovative solutions, such as automated systems for increased availability and personalized treatments to improve psychotherapy. Nonetheless, ethical concerns about AI integration in mental health care remain. This narrative review explores the literature on AI applications in psychotherapy, focusing on their mechanisms, effectiveness, and ethical implications, particularly for depressive and anxiety disorders.
COLLECTION AND ANALYSIS OF DATA
A review was conducted, spanning studies from January 2009 to December 2023, focusing on empirical evidence of AI's impact on psychotherapy. Following PRISMA guidelines, the authors independently screened and selected relevant articles. The analysis of 28 studies provided a comprehensive understanding of AI's role in the field. The results suggest that AI can enhance psychotherapy interventions for people with anxiety and depression, especially chatbots and internet-based cognitive-behavioral therapy. However, to achieve optimal outcomes, the ethical integration of AI necessitates resolving concerns about privacy, trust, and interaction between humans and AI.
CONCLUSION
The study emphasizes the potential of AI-powered cognitive-behavioral therapy and conversational chatbots to address symptoms of anxiety and depression effectively. The article highlights the importance of cautiously integrating AI into mental health services, considering privacy, trust, and the relationship between humans and AI. This integration should prioritize patient well-being and assist mental health professionals while also considering ethical considerations and the prospective benefits of AI.
综述目的
心理治疗对于解决心理健康问题至关重要,但往往受到可及性和质量的限制。人工智能(AI)提供了创新解决方案,例如自动化系统以提高可及性和个性化治疗,从而改善心理治疗。尽管如此,对于将AI整合到精神卫生保健中的伦理问题仍然存在。本叙述性综述探讨了关于AI在心理治疗中应用的文献,重点关注其机制、有效性和伦理影响,特别是针对抑郁和焦虑障碍。
数据收集与分析
进行了一项综述,涵盖2009年1月至2023年12月的研究,重点关注AI对心理治疗影响的实证证据。遵循PRISMA指南,作者独立筛选并选择了相关文章。对28项研究的分析提供了对AI在该领域作用的全面理解。结果表明,AI可以增强针对焦虑和抑郁患者的心理治疗干预,特别是聊天机器人和基于互联网的认知行为疗法。然而,为了实现最佳效果,AI的伦理整合需要解决有关隐私、信任以及人与AI之间互动的问题。
结论
该研究强调了人工智能驱动的认知行为疗法和对话式聊天机器人有效解决焦虑和抑郁症状的潜力。文章强调了在将AI谨慎整合到精神卫生服务中时,考虑隐私、信任以及人与AI之间关系的重要性。这种整合应以患者福祉为优先,协助精神卫生专业人员,同时也要考虑伦理考量和AI的潜在益处。
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本文引用的文献
Am J Psychother. 2023-2-1
JMIR Mhealth Uhealth. 2023-5-22
Indian J Psychiatry. 2023-3
J Med Internet Res. 2023-2-24
Asian J Psychiatr. 2022-4