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ChatGPT(GPT - 4V)在日本医疗信息技术专家考试中的表现。

ChatGPT (GPT-4V) Performance on the Healthcare Information Technologist Examination in Japan.

作者信息

Ishida Kai, Hanada Eisuke

机构信息

Faculty of Engineering, Shonan Institute of Technology, Fujisawa, JPN.

Faculty of Science and Engineering, Saga University, Saga, JPN.

出版信息

Cureus. 2025 Jan 1;17(1):e76775. doi: 10.7759/cureus.76775. eCollection 2025 Jan.

Abstract

Introduction The Chat Generative Pretrained Transformer (ChatGPT) has developed rapidly and is used in many fields, including healthcare informatics. This study evaluated ChatGPT (GPT-4V)'s performance on the Healthcare Information Technologist (HCIT) certification exam in Japan, which assesses certified professionals who work with electronic health records to improve patient care. Methodology Four hundred seventy-six questions from the HCIT exam were targeted over three years. ChatGPT (GPT-4V) was tested on its ability to answer questions from an HCIT exam to determine if it could perform as well as or better than aspirants taking the exam. Moreover, its performance was evaluated for each academic category, format, presence or absence of images, and calculations. Results The mean correct answer rate for all questions was 84%. ChatGPT achieved the exam passing criteria. The correct answer rate for simple-choice (A-type) questions was higher than that for multiple-choice (X2-type) questions ( < 0.05). The success rate for questions with images was lower than for text-only questions ( < 0.01), and the success rate for questions requiring calculations was lower than for those without calculations ( < 0.05). Conclusions ChatGPT (GPT-4V) met the passing criteria for the 19th to 21st HCIT exams, suggesting that its performance is effective in passing the HCIT exam. ChatGPT may possess the minimum required knowledge, understanding, and application skills for the HCIT certification.

摘要

引言 聊天生成预训练变换器(ChatGPT)发展迅速,已应用于包括医疗信息学在内的许多领域。本研究评估了ChatGPT(GPT-4V)在日本医疗信息技术专家(HCIT)认证考试中的表现,该考试旨在评估使用电子健康记录改善患者护理的认证专业人员。方法 三年内针对HCIT考试的476道题目进行研究。对ChatGPT(GPT-4V)回答HCIT考试问题的能力进行测试,以确定它是否能表现得与参加考试的考生一样好或更好。此外,还针对每个学术类别、题型、是否有图像以及计算题对其表现进行了评估。结果 所有问题的平均正确答案率为84%。ChatGPT达到了考试及格标准。单项选择题(A类)的正确答案率高于多项选择题(X2类)(<0.05)。有图像问题的成功率低于纯文本问题(<0.01),需要计算问题的成功率低于无需计算的问题(<0.05)。结论 ChatGPT(GPT-4V)达到了第19至21次HCIT考试的及格标准,表明其表现足以通过HCIT考试。ChatGPT可能具备HCIT认证所需的最低知识、理解和应用技能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e49b/11786144/a89181ad577a/cureus-0017-00000076775-i01.jpg

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