RJUA-QA 首个中文医疗专科问答推理数据集

RJUA-QA（仁济医院泌尿外科与蚂蚁集团协作问答数据集）是一个创新的医学泌尿外科专业问答推理数据集。该数据集由蚂蚁集团医学 LLM（大语言模型）团队与上海交通大学医学院附属仁济医院泌尿外科专家团队合作创建。该数据集的开发旨在将真实的临床患者数据转换为虚拟患者临床对话，以 Q-context-A（问题-上下文-答案）格式呈现。该数据集的制作涉及人工智能技术与专家团队的深度协作，保证了数据集的高效率和准确性。本数据集中的病例数据由专业医生根据临床经验编写，不涉及患者和医生的任何个人隐私。

RJUA-QA (Renji Hospital Urology and Ant Group Collaborative Question Answering Dataset) is an innovative urology-focused professional medical question answering and reasoning dataset. It was jointly developed by Ant Group’s Medical LLM (Large Language Model) team and the expert team of the Urology Department at Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine. The development of this dataset aims to convert real clinical patient data into clinical dialogues of virtual patients, presented in the Q-context-A (Question-Context-Answer) format. The construction of this dataset involves in-depth collaboration between artificial intelligence technologies and expert teams, ensuring the dataset’s high efficiency and accuracy. The case data in this dataset are compiled by professional physicians based on their clinical experience, and do not involve any personal privacy of patients or medical practitioners.

搜集汇总

背景与挑战

背景概述

RJUA-QA是首个中文医疗专科问答推理数据集，由蚂蚁集团医学LLM团队与上海交通大学医学院附属仁济医院泌尿外科专家团队合作创建，采用Q-context-A格式呈现临床患者数据转换的虚拟对话，数据大小2.34 MB，许可证为CC BY 4.0。