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

• 資料種別: 記事
• タイトル: Performance Evaluation of Large Language Models With Retrieval-Augmented Generation in Cardiology Specialist Examinations in Japan
• 巻次・部編番号: 7; 8
• 著者・編者: Hayama Hiromasa; Tran Tu Hao; Kirigaya Jin; Katayama Yosuke; Negishi Tomoko; Ozawa Koya; Negishi Kazuaki
• 著者標目: Hayama Hiromasa; Tran Tu Hao; Kirigaya Jin; Katayama Yosuke; Negishi Tomoko; Ozawa Koya; Negishi Kazuaki
• 出版年月日等: 2025-08-08
• 出版年（W3CDTF）: 2025-08-08
• タイトル（掲載誌）: Circulation Reports
• 巻号年月日等（掲載誌）: 7 8
• 掲載巻: 7
• 掲載号: 8
• 掲載ページ: 692-694
• ISSN（掲載誌）: 2434-0790
• 件名標目: Cardiology examination; Large language model; Medical education; Retrieval augmented generation
• 対象利用者: 一般
• DOI: 10.1253/circrep.CR-25-0094
• オンライン閲覧公開範囲: インターネット公開
• 連携機関・データベース: 科学技術振興機構 : J-STAGE; http://www.jstage.jst.go.jp

• 要約等: <p><b><i>Background:</i></b> Large language models (LLMs) have shown potential in medical education, but their application to cardiology specialist ex...