Traditional Chinese medicine clinical syndrome diagnosis and treatment intelligent data processing and analysis mining system

Abstract

The invention relates to the technical field of traditional Chinese medicine clinical data intelligent processing systems, in particular to a traditional Chinese medicine clinical syndrome diagnosis and treatment intelligent data processing and analysis mining system. A clinical database is used for storing data from a related traditional Chinese medicine data warehouse or automatically collected data; when a data model in a clinical database is from external input, inferior medical records are removed step by step in a data preprocessing module, abnormal data in medical record data are eliminated, and data of each attribute in a medical record data model is classified and summarized; a data analysis module performs contrast analysis on the data classified by the data preprocessing module and the data stored in the clinical database one by one so as to determine the rationality of each attribute data of the medical record data model, so that the compatibility and integration are extremely high when the clinical database is established and supplemented; and the diagnosis accuracy and efficiency can be improved in practical application.

Description

technical field [0001] The invention relates to the technical field of an intelligent processing system for clinical data of traditional Chinese medicine, in particular to an intelligent data processing and analysis mining system for clinical syndrome diagnosis and treatment of traditional Chinese medicine. Background technique [0002] Traditional Chinese medicine is a discipline based on clinical diagnosis and treatment practice. A large amount of valuable data and literature accumulated in the process of clinical diagnosis and treatment practice are the precious wealth of traditional Chinese medicine. Using actual clinical data to carry out clinical research in the real world and inductively obtaining clinically useful or theoretically meaningful knowledge from large-scale data is an effective technical means for forming innovative knowledge and clinical decision-making, and provides reliable information for making TCM-related decisions and diagnosis and treatment plans. ...

AI Technical Summary

Problems solved by technology

[0003] In the patent document with the Chinese patent application number CN 106919671 A, "an intelligent system for excavating medical records of traditional Chinese medicine and assisting decision-making" is disclosed. Based on the unstructured text medical records written in real and standardized outpatient medical records, it realizes the knowledge of automatic TCM theory, method and prescription, and syndrome differentiation and treatment. Extraction and expression, including the database located in the back-end server and the online / offline application of the TCM knowledge graph on the front-end computer. The database stores core prescriptions, symptom pairs, syndromes, and TCM pathogenesis evolution according to a certain data storage structure The rules and the data links of the above-mentioned interrelationships between knowledge elements, through the map node retrieval, node set retrieval, and regional positioning of the Chinese medicine knowledge map, the analysis results obtained integrate directed network, semantic distance, coordinate positioning, and hierarchical aggregation. Topological analysis and other characteristics of classes have greatly enhanced the ability to discover core prescriptions, symptom pairs, syndrome groups, evolution laws of TCM pathogenesis, and the relationship between the above knowledge elements. Although the TCM text medical record mining system provided by the above patent documents has certain improvements However, in the existing technology, the data chain stored in the database has not been rigorously checked and verified, and there will be many and uncertain factors in the clinical diagnosis process of traditional Chinese medicine that affect the final diagnostic medical record data. After the clinical medical record data screened by the data is put into the database, it will greatly affect the accuracy of the final judgment of the mining system, resulting in the unreliable and scientific results of traditional Chinese medicine knowledge evolved and produced by the mining system

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