ChatGPT在胃肠道病理中的潜在应用

Yamin Ma
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引用次数: 4

摘要

ChatGPT是一个著名的基于生成预训练转换器(GPT)架构的会话式人工智能(AI)系统,由OpenAI推出。ChatGPT是通过基于人类反馈的强化学习进行训练的。ChatGPT在胃肠道病理学中的应用具有优势,包括但不限于总结患者图表以及在数字病理学、教育和研究中的潜在应用。ChatGPT的局限性是基于ChatGPT训练中使用的数据集的偏见,对足够输入信息的要求,以及偏见和透明度问题的风险,以及如果生成不准确的内容会产生负面后果。在胃肠道病理学中使用ChatGPT和其他语言模型需要仔细考虑,以确保在特定情况下不会绕过专家咨询。基于深度学习的语言模型将对胃肠道病理学产生积极影响,而不是取代人类专业知识,提高患者的医疗质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The potential application of ChatGPT in gastrointestinal pathology

ChatGPT is a well-known conversational artificial intelligence (AI) system based on the generative pre-trained transformer (GPT) architecture, launched by OpenAI. ChatGPT is trained through reinforcement learning based on human feedback. There are advantages in the use of ChatGPT in Gastrointestinal Pathology, including but not limited to summarizing patients’ chart and potential application in Digital Pathology, education and research. The limitation of ChatGPT is the bias based on the datasets used in ChatGPT training, the requirement of sufficient input information, as well as risk of bias and transparency issues and negative consequence if generating inaccurate content. The use of ChatGPT and other language models in Gastrointestinal Pathology requires careful consideration to ensure not bypassing expert consultation in particular cases. Deep Learning based language models would have a positive impact in Gastrointestinal Pathology rather than replacing human expertise and improving the healthcare quality for patients.

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