中西医临床诊疗知识图谱数据集

中西医临床诊疗知识图谱数据集基于多类权威知识源（包括了临床指南、临床路径、诊疗规范、医学教材、医学书籍和药品说明书等）抽取形成的三元组集合。数据涵盖疾病、药品、检验检查、手术操作和中医等领域的结构化的医学知识。抽取的结构化知识数据按照机构预定义的医学知识模型进行加工、存储与发布。数据可用于临床决策支持、语义搜索与知识问答等场景，也可作为大模型检索增强生成技术的权威知识库为其提供精准、可靠的医学事实依据，有效克服模型的“幻觉”问题，生成内容更具准确性与可解释性。随着应用的深化，其正持续拓展至药物研发、公共卫生事件应对等前沿领域，为临床、科研及公共卫生的智能化升级提供核心动力。Integrated Traditional Chinese and Western Medicine Clinical Diagnosis and Treatment Knowledge Graph Dataset is a collection of triples extracted from multiple authoritative knowledge sources, including clinical guidelines, clinical pathways, diagnosis and treatment specifications, medical textbooks, medical books, and pharmaceutical drug instructions, among others. This dataset covers structured medical knowledge across domains such as diseases, pharmaceuticals, laboratory and diagnostic examinations, surgical procedures, and traditional Chinese medicine (TCM). The extracted structured knowledge is processed, stored, and published in accordance with the institutionally predefined medical knowledge model. This dataset can be applied in scenarios including clinical decision support, semantic search, and knowledge question answering. It can also serve as an authoritative knowledge base for retrieval-augmented generation (RAG) technologies of large language models (LLMs), providing accurate and reliable medical factual evidence to effectively mitigate the model's "hallucination" issue and enhance the accuracy and interpretability of generated content. With the deepening of its applications, the dataset is continuously expanding into cutting-edge fields such as drug development and public health emergency response, providing core impetus for the intelligent upgrading of clinical practice, scientific research, and public health sectors.

搜集汇总

背景与挑战

背景概述

中西医临床诊疗知识图谱数据集整合了临床指南、教材等权威资料的结构化医学知识，涵盖疾病、药品、中医等领域，支持临床决策、知识问答等应用，并能作为大模型的可靠知识库提升生成内容的准确性。该数据集正扩展至药物研发等前沿领域，推动医疗智能化发展。