Multi-layered elite character method for mining special medical history diagnosis rules of traditional Chinese medicine

Abstract

The invention discloses a multi-layered elite character method for mining special medical history diagnosis rules of the traditional Chinese medicine. The multi-layered elite character method comprises the following steps of designing the concentration selection probability of elite character sub-groups; distributing attributes of medical histories of the traditional Chinese medicine into 'common-elite' character groups with different classes; performing pretreatment on related attributes and correlative dependence attributes in the special medical histories of the traditional Chinese medicine; establishing a dynamic balancing strategy based on multi-layered elite characters; selecting an elite subset vector with the global search and local refining maximum optimal capability from the multi-layered elite characters; and establishing a maximum elite optimizing array to quickly mine the special medical history diagnosis rules of the traditional Chinese medicine. By the multi-layered elite character method for mining the special medical history diagnosis rules of the traditional Chinese medicine, problems of attribute fuzzy, attribute correlation and correlative dependence of special electronic medical records of the traditional Chinese medicine can be solved well, the diagnosis rule mining efficiency is improved effectively, and the robustness and the practicality are high.

Description

Technical field:

[0001] The invention relates to the field of intelligent processing of TCM information, in particular to a multi-layer elite role method for excavating diagnostic rules of special TCM medical records. Background technique:

[0002] As a unique cultural and scientific heritage of the Chinese nation, traditional Chinese medicine has made great contributions to the world. TCM diagnosis is mainly based on the patient's symptoms through the process of "look, smell, ask, and feel". Due to the intricate intersection of TCM syndrome types and symptoms, it is difficult to rely on computer systems for accurate TCM syndrome differentiation and treatment. However, the TCM medical record system stores Collecting a large amount of useful information, extracting the important diagnostic rules of TCM, and carrying out the classification and rule mining of TCM diseases is of great significance and value to improve the diagnosis outcome and outcome analysis of TCM diseases. ...

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