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5A MedAgent:面向患者教育的医疗大语言模型多智能体协作系统

5A MedAgent: a multi-agent collaborative system based on large language models for patient education

周介立1,周禄庭1,辛弘毅2* 

 1. 上海交通大学密西根学院,上海 200240 

 2. 上海交通大学溥渊未来技术学院,上海 200240


[作者简介] 周介立. E-mail: zhoujieli@sjtu.edu.cn

* 通信作者(Corresponding author). Tel: 021-34206045, E-mail: hongyi.xin@sjtu.edu.cn

[收稿日期] 2024-12-09 [接受日期] 2024-12-24 [发表日期] 2024-12-30 


伦理声明 无。 

利益冲突 所有作者声明不存在利益冲突。

作者贡献 周介立:撰写文章;周禄庭、辛弘毅:修改 文章。

DOI: https://doi.org/10.61189/120911ncgfaf

摘要/Abstract

本研究提出了一个基于大语言模型的创新性多智能体协作平台——5A MedAgent系统,通过5个专业智能体[询问智能体(Ask Agent)、评估智能体(Assessment Agent)、建议智能体(Advice Agent)、安排智能体(Arrangement Agent)以及辅助智能体(Assistance Agent)]的协同运作,实现患者教育的全流程智能管理,为复杂疾病诊疗提供了更精准的个性化方案和专业解释,推动了智能医疗教育的发展。

This study presents an intelligent system for patient education based on large language model (LLMs) and multi agent collaboration, achieving end-to-end process management through five specialized agents (Ask Agent, Assessment Agen, Advice Agent, Arrangement Agent, and Assistance Agent). The system not only improves treatment efficiency, but also provides more precise personalized treatment plans for complex cases, demonstrating significant value in enhancing patient education quality.


关键词/Keywords: 大语言模型;多智能体;人工智能;患者教育 / large language model; multi-agent system; artificial intelligence; patient education

周介立,周禄庭,辛弘毅. 5A MedAgent: 面向患者教育的医疗大语言模型多智能体协作系统[J]. 元宇宙医学,2024,1 (4):12-16. 

ZHOU J L, ZHOU L T, XIN H Y. 5A MedAgent: a multi-agent collaborative system based on large language models for patient education[J]. Metaverse Med,2024,1(4):12-16. 

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