An Introduction to Generative Artificial Intelligence in Mental Health Care: Considerations and Guidance

被引:10
|
作者
King, Darlene R. [1 ]
Nanda, Guransh [2 ]
Stoddard, Joel [3 ,4 ]
Dempsey, Allison [4 ]
Hergert, Sarah [1 ]
Shore, Jay H. [4 ]
Torous, John [5 ,6 ]
机构
[1] Univ Texas Southwestern Med Ctr, Dept Psychiat, 5323 Harry Hines Blvd MC 8849, Dallas, TX 75390 USA
[2] Univ Texas Southwestern Med Sch, 5323 Harry Hines Blvd, Dallas, TX 75390 USA
[3] Univ Colorado, Childrens Hosp Colorado, Child & Adolescent Psychiat, Div Cardiol, 13123 East 16th Ave,Anschutz Med Campus, Aurora, CO 80045 USA
[4] Univ Colorado, Dept Psychiat & Family Med, Telemed Helen & Arthur E Johnson Depress Ctr, Sch Med,Ctr Amer Indian & Alaska Native Hlth,Colo, Anschutz Med Campus,13055 East 17th Ave,F800, Aurora, CO 80045 USA
[5] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Div Digital Psychiat, Boston, MA 02115 USA
[6] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Massachusetts Mental Hlth Ctr, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
Generative artificial intelligence; Artificial intelligence (AI); Augmented intelligence (AI); Mental health AI; ChatGPT in mental health;
D O I
10.1007/s11920-023-01477-x
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Purpose of ReviewThis paper provides an overview of generative artificial intelligence (AI) and the possible implications in the delivery of mental health care.Recent FindingsGenerative AI is a powerful technology that is changing rapidly. As psychiatrists, it is important for us to understand generative AI technology and how it may impact our patients and our practice of medicine.SummaryThis paper aims to build this understanding by focusing on GPT-4 and its potential impact on mental health care delivery. We first introduce key concepts and terminology describing how the technology works and various novel uses of it. We then dive into key considerations for GPT-4 and other large language models (LLMs) and wrap up with suggested future directions and initial guidance to the field.
引用
收藏
页码:839 / 846
页数:8
相关论文
共 50 条
  • [1] An Introduction to Generative Artificial Intelligence in Mental Health Care: Considerations and Guidance
    Darlene R. King
    Guransh Nanda
    Joel Stoddard
    Allison Dempsey
    Sarah Hergert
    Jay H. Shore
    John Torous
    [J]. Current Psychiatry Reports, 2023, 25 : 839 - 846
  • [2] Generative Artificial Intelligence in Health Care
    Cacciamani, Giovanni E.
    Siemens, D. Robert
    Gill, Inderbir
    [J]. JOURNAL OF UROLOGY, 2023, 210 (05): : 723 - 725
  • [3] Generative artificial intelligence in mental health care: potential benefits and current challenges
    Torous, John
    Blease, Charlotte
    [J]. WORLD PSYCHIATRY, 2024, 23 (01) : 1 - 2
  • [4] DESIGNING A GENERATIVE MENTAL HEALTH CHATBOT USING ARTIFICIAL INTELLIGENCE
    Jacobson, Nicholas C.
    Heinz, Michael
    Kim, Jason
    [J]. ANNALS OF BEHAVIORAL MEDICINE, 2021, 55 : S558 - S558
  • [5] Ethical considerations in the use of artificial intelligence in mental health
    Uma Warrier
    Aparna Warrier
    Komal Khandelwal
    [J]. The Egyptian Journal of Neurology, Psychiatry and Neurosurgery, 59
  • [6] Ethical considerations in the use of artificial intelligence in mental health
    Warrier, Uma
    Warrier, Aparna
    Khandelwal, Komal
    [J]. EGYPTIAN JOURNAL OF NEUROLOGY PSYCHIATRY AND NEUROSURGERY, 2023, 59 (01):
  • [7] Editorial: Artificial intelligence and mental health care
    Simoes, Jorge P.
    ten Klooster, Peter
    Neff, Patrick K.
    Niemann, Uli
    Kraiss, Jannis
    [J]. FRONTIERS IN PUBLIC HEALTH, 2024, 12
  • [8] The Risks of Artificial Intelligence in Mental Health Care
    Dell, Ceylon
    [J]. JOURNAL OF PSYCHIATRIC AND MENTAL HEALTH NURSING, 2024,
  • [9] Ethical Considerations of Artificial Intelligence in Health Care: Examining the Role of Generative Pretrained Transformer-4
    Sheth, Suraj
    Baker, Hayden P.
    Prescher, Hannes
    Strelzow, Jason A.
    [J]. JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS, 2024, 32 (05) : 205 - 210
  • [10] Will Generative Artificial Intelligence Deliver on Its Promise in Health Care?
    Wachter, Robert M.
    Brynjolfsson, Erik
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2024, 331 (01): : 65 - 69