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探索ChatGPT在总结患者病史方面的潜力:一项试点研究。

Exploring the Potential of ChatGPT for the Summarization of Patient Medical Histories: A Pilot Study.

作者信息

Karino Mayuko, So Clara, Jinta Torahiko, Tanaka Michiho, Nakamura Tomoaki, Okafuji Kohei, Kitamura Atsushi, Tomishima Yutaka, Nishimura Naoki

机构信息

Department of Pulmonary Medicine, Thoracic Center, St. Luke's International Hospital, Tokyo, JPN.

Department of Pulmonology, St. Luke's International Hospital, Tokyo, JPN.

出版信息

Cureus. 2025 May 14;17(5):e84133. doi: 10.7759/cureus.84133. eCollection 2025 May.

DOI:10.7759/cureus.84133
PMID:40525027
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12168705/
Abstract

Improvements in operations through the use of artificial intelligence (AI) are expected in various fields. Chat Generative Pre-trained Transformer (ChatGPT), released in November 2022, has gained rapid popularity and is widely used; however, from a privacy perspective, research on the use of AI in medicine is limited. In this study, we compared 68 discharge summaries generated by ChatGPT based on interim summaries (hereafter, "AI summaries") with those generated by junior residents (hereafter, "resident summaries") and investigated the challenges and benefits of using ChatGPT. Resident summaries significantly outperformed AI summaries in quality (p = 0.011), factuality (p < 0.002), and completeness (p < 0.001) but not in readability (p= 0.08). For hospitalizations exceeding three months (n = 12), no significant differences were observed between resident and AI summaries on any measure. These findings suggest that AI can produce discharge summaries comparable to those of residents in complex, long-term cases. Thus, responsible use of ChatGPT, ensuring data privacy, can aid in efficient discharge summary creation.

摘要

预计人工智能(AI)的应用将在各个领域改善手术效果。2022年11月发布的聊天生成预训练变换器(ChatGPT)迅速走红并得到广泛应用;然而,从隐私角度来看,AI在医学领域的应用研究有限。在本研究中,我们将ChatGPT根据临时总结生成的68份出院小结(以下简称“AI小结”)与低年资住院医师生成的出院小结(以下简称“住院医师小结”)进行了比较,并探讨了使用ChatGPT的挑战和益处。住院医师小结在质量(p = 0.011)、事实性(p < 0.002)和完整性(p < 0.001)方面显著优于AI小结,但在可读性方面无显著差异(p = 0.08)。对于住院时间超过三个月的患者(n = 12),住院医师小结和AI小结在任何指标上均未观察到显著差异。这些发现表明,在复杂的长期病例中,AI可以生成与住院医师相当的出院小结。因此,在确保数据隐私的前提下,负责任地使用ChatGPT有助于高效创建出院小结。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0439/12168705/2de8a2ef2ab0/cureus-0017-00000084133-i03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0439/12168705/7a4286edff87/cureus-0017-00000084133-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0439/12168705/55f9bfc604eb/cureus-0017-00000084133-i02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0439/12168705/2de8a2ef2ab0/cureus-0017-00000084133-i03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0439/12168705/7a4286edff87/cureus-0017-00000084133-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0439/12168705/55f9bfc604eb/cureus-0017-00000084133-i02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0439/12168705/2de8a2ef2ab0/cureus-0017-00000084133-i03.jpg

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本文引用的文献

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Generative AI in Medical Practice: In-Depth Exploration of Privacy and Security Challenges.生成式人工智能在医疗实践中的应用:隐私与安全挑战的深入探讨。
J Med Internet Res. 2024 Mar 8;26:e53008. doi: 10.2196/53008.
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ChatGPT in action: Harnessing artificial intelligence potential and addressing ethical challenges in medicine, education, and scientific research.ChatGPT的实际应用:在医学、教育和科研领域挖掘人工智能潜力并应对伦理挑战。
World J Methodol. 2023 Sep 20;13(4):170-178. doi: 10.5662/wjm.v13.i4.170.
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Transforming healthcare documentation: harnessing the potential of AI to generate discharge summaries.
变革医疗文档:利用人工智能的潜力生成出院小结。
BJGP Open. 2024 Apr 25;8(1). doi: 10.3399/BJGPO.2023.0116. Print 2024 Apr.
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A method to automate the discharge summary hospital course for neurology patients.一种自动化神经内科患者出院小结住院流程的方法。
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Assessment of Artificial Intelligence Chatbot Responses to Top Searched Queries About Cancer.评估人工智能聊天机器人对癌症热门搜索查询的响应
JAMA Oncol. 2023 Oct 1;9(10):1437-1440. doi: 10.1001/jamaoncol.2023.2947.
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Ethical Considerations of Using ChatGPT in Health Care.使用 ChatGPT 在医疗保健中的伦理考虑。
J Med Internet Res. 2023 Aug 11;25:e48009. doi: 10.2196/48009.
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Large language models in medicine.医学中的大型语言模型。
Nat Med. 2023 Aug;29(8):1930-1940. doi: 10.1038/s41591-023-02448-8. Epub 2023 Jul 17.
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Utility of ChatGPT in Clinical Practice.ChatGPT 在临床实践中的应用。
J Med Internet Res. 2023 Jun 28;25:e48568. doi: 10.2196/48568.
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Analysis of large-language model versus human performance for genetics questions.大语言模型与人类在遗传学问题表现上的分析。
Eur J Hum Genet. 2024 Apr;32(4):466-468. doi: 10.1038/s41431-023-01396-8. Epub 2023 May 29.
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ChatGPT in medicine: an overview of its applications, advantages, limitations, future prospects, and ethical considerations.医学领域的ChatGPT:其应用、优势、局限性、未来前景及伦理考量概述
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