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

搜集汇总

背景与挑战

背景概述

TCM-MKG是一个开源的多维度知识图谱，整合了传统中医与现代生物医学数据，涵盖30多个权威来源并与ICD-11等国际标准对齐。它以结构化表格形式发布，支持知识图谱构建、关系推理和可解释AI研究，并通过TCMXAI平台提供交互式检索与可视化功能。