Method for constructing doctor's diagnosis and treatment thinking map based on dao-fa-shu hierarchical architecture and related equipment

By using hierarchical definition and graph construction methods, the problem of hierarchical expression of renowned doctors' diagnostic and treatment thinking graphs was solved, realizing the hierarchical and standardized representation of renowned doctors' diagnostic and treatment knowledge, and improving the interpretability and query capability of TCM diagnostic and treatment knowledge.

CN122414352APending Publication Date: 2026-07-17CHENGDU UNIV OF TRADITIONAL CHINESE MEDICINE
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
CHENGDU UNIV OF TRADITIONAL CHINESE MEDICINE
Filing Date
2026-04-08
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing technologies struggle to construct a well-defined diagnostic and treatment mind map that integrates the three layers of principles, methods, and techniques. They lack a hierarchical structure and internal logical expression of the clinical experience of renowned veteran TCM doctors, and entity recognition and terminology normalization are difficult, affecting the standardization and usability of the knowledge graph.

Method used

By defining the Dao-Fa-Shu relationship in a hierarchical manner, we can establish the Dao-Fa-Shu relationship. We can also construct a diagnostic and treatment fact graph at the Shu level using a large language model and graph database, perform diagnostic and treatment sequence modeling and clustering, form diagnostic and treatment rule nodes at the Fa level, and construct a three-layer coupling graph of Dao-Fa-Shu through vectorization and dimensionality reduction.

Benefits of technology

It realizes the hierarchical expression and standardized representation of renowned doctors' diagnostic and treatment knowledge, improves the interpretability and retrieval ability of TCM diagnostic and treatment knowledge, and fully reflects the hierarchical structure of renowned doctors' diagnostic and treatment thinking.

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Abstract

本发明提供了基于道‑法‑术分层架构的名医诊疗思维图谱构建方法及相关设备,涉及中医药信息处理与知识图谱技术领域。该方法获取中医药领域本体知识、名老中医学术特色信息及中医诊疗知识分类信息,对道层学术思想节点、法层诊疗法则节点和术层实体及术层关系进行分层定义;基于名老中医专著和医案文本提取术层实体及术层关系,并进行实体归一化和知识融合,构建术层诊疗事实图谱;进一步基于诊疗序列建模、频繁模式挖掘、图结构学习和聚类分析形成法层诊疗法则节点,并在此基础上得到道层学术思想节点,最终构建道‑法‑术三层耦合的名医诊疗思维图谱。该方法能够实现名医诊疗知识的层级化组织、结构化表达和关联建模。
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