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评估基于人工智能的聊天机器人作为脑肿瘤患者咨询代理的适用性:全面调查分析。

Assessing the Suitability of Artificial Intelligence-Based Chatbots as Counseling Agents for Patients with Brain Tumor: A Comprehensive Survey Analysis.

机构信息

Department of Neurosurgery, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea.

Department of Neurosurgery, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, South Korea.

出版信息

World Neurosurg. 2024 Jul;187:e963-e981. doi: 10.1016/j.wneu.2024.05.023. Epub 2024 May 10.

DOI:10.1016/j.wneu.2024.05.023
PMID:38735564
Abstract

OBJECTIVE

The internet, particularly social media, has become a popular resource for learning about health and investigating one's own health conditions. The development of artificial intelligence (AI) chatbots has been fueled by the increasing availability of digital health data and advances in natural language processing techniques. While these chatbots are more accessible than before, they sometimes fail to provide accurate information.

METHODS

We used representative chatbots currently available (Chat Generative Pretrained Transformer-3.5, Bing Chat, and Google Bard) to answer questions commonly asked by brain tumor patients. The simulated situations with questions were made and selected by the brain tumor committee. These questions are commonly asked by brain tumor patients. The goal of the study was introduced to each chatbot, the situation was explained, and questions were asked. All responses were collected without modification. The answers were shown to the committee members, and they were asked to judge the responses while blinded to the type of chatbot.

RESULTS

There was no significant difference in accuracy and communication ability among the 3 groups (P = 0.253, 0.090, respectively). For empathy, Bing Chat and Google Bard were superior to Chat Generative Pretrained Transformer (P = 0.004, 0.002, respectively). The purpose of this study was not to assess or verify the relative superiority of each chatbot. Instead, the aim was to identify the shortcomings and changes needed if AI chatbots are to be used for patient medical purposes.

CONCLUSION

AI-based chatbots are a convenient way for patients and the general public to access medical information. Under such circumstances, medical professionals must ensure that the information provided to chatbot users is accurate and safe.

摘要

目的

互联网,特别是社交媒体,已成为人们获取健康知识和了解自身健康状况的热门资源。人工智能(AI)聊天机器人的发展得益于数字健康数据的日益普及和自然语言处理技术的进步。虽然这些聊天机器人比以往更容易获得,但它们有时无法提供准确的信息。

方法

我们使用了目前现有的有代表性的聊天机器人(Chat Generative Pretrained Transformer-3.5、Bing Chat 和 Google Bard)来回答脑肿瘤患者常问的问题。这些模拟情况和问题是由脑肿瘤委员会设计和选择的,它们是脑肿瘤患者常问的问题。研究目的向每个聊天机器人进行了介绍,解释了情况,并提出了问题。所有的回答都被收集,没有进行修改。回答展示给委员会成员,他们在不知道聊天机器人类型的情况下对回答进行了判断。

结果

在准确性和沟通能力方面,3 组之间没有显著差异(P=0.253,0.090)。在同理心方面,Bing Chat 和 Google Bard 优于 Chat Generative Pretrained Transformer(P=0.004,0.002)。本研究的目的不是评估或验证每个聊天机器人的相对优势,而是确定如果要将 AI 聊天机器人用于患者医疗目的,需要改进和改变的不足之处。

结论

基于人工智能的聊天机器人为患者和公众提供了一种便捷的获取医疗信息的方式。在这种情况下,医疗专业人员必须确保提供给聊天机器人用户的信息是准确和安全的。

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