Traditional Chinese Medicine Multidimensional Knowledge Graph

Traditional Chinese Medicine Multi-dimensional Knowledge Graph (TCM-MKG) The Traditional Chinese Medicine Multi-dimensional Knowledge Graph (TCM-MKG) is an open-source data platform developed by Jingqi Zeng to integrate and standardize knowledge from traditional Chinese medicine and modern biomedical science. It consolidates data from more than 30 authoritative resources and supports globally interoperable research through alignment with standards such as ICD-11, UMLS, MeSH, and DOID. TCM-MKG is openly released in a structured tabular format and serves as a foundation for knowledge graph construction, graph-based analysis, relational reasoning, and interpretable AI in TCM research. Its public online platform, TCMXAI (https://www.tcmxai.com/), provides interactive data retrieval, association analysis, entity-relation graph visualization, and browser-based access to the GraphAI-for-TCM model for mechanism prediction and compatibility interpretation. Dataset: https://doi.org/10.5281/zenodo.13763953Website: https://www.tcmxai.com/GitHub: https://github.com/ZENGJingqi/GraphAI-for-TCM中医多维知识图谱（Traditional Chinese Medicine Multi-dimensional Knowledge Graph，TCM-MKG）是由曾靖琪（Jingqi Zeng）开发的开源数据平台，用于整合并标准化中医药与现代生物医学科学领域的知识。该数据集整合了30余个权威数据源的信息，并通过对齐ICD-11、UMLS、MeSH、DOID等国际标准，支持全球范围内的可互操作研究。 TCM-MKG以结构化表格格式开源发布，可作为中医药研究中知识图谱构建、基于图的分析、关系推理以及可解释人工智能的基础支撑。其公开在线平台TCMXAI（https://www.tcmxai.com/）提供交互式数据检索、关联分析、实体关系图谱可视化功能，并支持通过浏览器访问GraphAI-for-TCM模型，用于机制预测与配伍阐释。 数据集：https://doi.org/10.5281/zenodo.13763953 官方网站：https://www.tcmxai.com/ GitHub仓库：https://github.com/ZENGJingqi/GraphAI-for-TCM

搜集汇总

背景与挑战

背景概述

该数据集是一个开源的中医药多维知识图谱，整合了超过30个权威资源的数据，旨在标准化中医药与现代生物医学知识，并支持知识图谱构建和可解释AI研究。数据集以结构化表格形式提供，涵盖中医药术语、天然产物、疾病分类等多个维度，并配有在线平台TCMXAI用于交互式数据检索和可视化分析。