Performance Evaluation of Large Language Models With Retrieval-Augmented Generation in Cardiology Specialist Examinations in Japan 7 8

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Performance Evaluation of Large Language Models With Retrieval-Augmented Generation in Cardiology Specialist Examinations in Japan

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Summary, etc.：: Background: Large language models (LLMs) have shown potential in medical education, but their application to cardiology specialist ex...

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Material Type: 記事
Title: Performance Evaluation of Large Language Models With Retrieval-Augmented Generation in Cardiology Specialist Examinations in Japan
Volume: 7
8
Author/Editor: Hayama Hiromasa
Tran Tu Hao
Kirigaya Jin
Katayama Yosuke
Negishi Tomoko
Ozawa Koya
Negishi Kazuaki
Author Heading: Hayama Hiromasa
Tran Tu Hao
Kirigaya Jin
Katayama Yosuke
Negishi Tomoko
Ozawa Koya
Negishi Kazuaki
Publication Date: 2025-08-08
Publication Date (W3CDTF): 2025-08-08
Periodical title: Circulation Reports
No. or year of volume/issue: 7 8
Volume: 7
Issue: 8
Pages: 692-694
ISSN (Periodical Title): 2434-0790
Subject Heading: Cardiology examination
Large language model
Medical education
Retrieval augmented generation
Target Audience: 一般
DOI: 10.1253/circrep.CR-25-0094
Access Restrictions: インターネット公開
Data Provider (Database): 科学技術振興機構 : J-STAGE
http://www.jstage.jst.go.jp