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Semantic Feedback-Based RAG for Radiology Report Generation

Xing Jia Yun Xiong Songwen Pei Yumeng Zhang Cairong Yan Zhijun Fang

大数据挖掘与分析（英文版）2026，Vol.9Issue(2)：393-406,14.

大数据挖掘与分析（英文版）2026，Vol.9Issue(2)：393-406,14.DOI:10.26599/BDMA.2025.9020037

Semantic Feedback-Based RAG for Radiology Report Generation

Xing Jia ¹Yun Xiong ²Songwen Pei ³Yumeng Zhang ⁴Cairong Yan ⁵Zhijun Fang⁵

作者信息

1. School of Computer Science and Technology,Donghua University,Shanghai 200000,China,and also with Shanghai Key Laboratory of Data Science,Shanghai 200000,China
2. School of Computer Science,Fudan University,Shanghai 200000,China
3. Faculty of Intelligence Technology,Shanghai Institute of Technology,Shanghai 201418,China
4. School of Management,Guangdong University of Science and Technology,Guangzhou 523083,China
5. School of Computer Science and Technology,Donghua University,Shanghai 200000,China
折叠

摘要

关键词

radiology report generation/Retrieval-Augmented Generation(RAG)/semantic assessment

Key words

radiology report generation/Retrieval-Augmented Generation(RAG)/semantic assessment

引用本文复制引用

Xing Jia,Yun Xiong,Songwen Pei,Yumeng Zhang,Cairong Yan,Zhijun Fang..Semantic Feedback-Based RAG for Radiology Report Generation[J].大数据挖掘与分析（英文版）,2026,9(2):393-406,14.

基金项目

This work was supported by the Fundamental Research Funds for the Central Universities(No.2232025D-34),the Noncommunicable Chronic Diseases-National Science and Technology Major Project(Nos.2024ZD0532400 and 2024ZD0532403),the Sichuan Provincial Science and Technology Program Key Research and Development Project(No.2024YFFK0443),and the National Natural Science Foundation of China(Nos.62477006 and 61975124). （No.2232025D-34）

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