Semantic similarity-based personalized traditional Chinese medicine diagnosis and treatment information and traditional Chinese medicine information intelligent matching method

Abstract

The invention provides a semantic similarity-based personalized traditional Chinese medicine diagnosis and treatment information and traditional Chinese medicine information intelligent matching method. The method comprises the following steps: firstly, training a neural network model, and extracting semantic relationships among traditional Chinese medicine four-diagnosis information of symptoms,tongue veins and the like, syndromes, diseases, traditional Chinese medicines or prescriptions, treatment methods and other terms; on the basis, defining matching between personalized traditional Chinese medicine diagnosis and treatment information and indication and contraindication information of traditional Chinese medicine (Chinese patent medicine), wherein the matching of the diagnosis and treatment information and the indications comprises semantic similarity scores of the indications, key verb matching, key syndrome term matching and key disease term matching, and the matching of the diagnosis and treatment information and the contraindication comprises contraindication term matching. According to the method, on the basis of the semantic relation, through a series of key term matching, a correct matching result is amplified, and a matching result with a prohibited medication risk is punished, so that intelligent matching of personalized traditional Chinese medicine diagnosis andtreatment information and traditional Chinese medicine or Chinese patent medicine information is realized, and the unreasonable utilization rate of traditional Chinese medicine or Chinese patent medicine clinically is expected to be reduced.

Description

technical field [0001] The invention relates to an intelligent matching method for personalized TCM diagnosis and treatment information and TCM information based on semantic similarity. Background technique [0002] The "Four Diagnosis" of TCM is a generalization of the four diagnostic methods of looking, smelling, asking, and feeling to diagnose diseases or syndromes. The information of the "four diagnostics" of traditional Chinese medicine reflects the shape and spirit of the human body, reflects the changes in the state of the human body, and provides a reliable basis for syndrome differentiation and treatment. While modern medical technology has brought great progress to the cause of human health, it also provides technical support for Chinese medicine to diagnose and treat diseases in terms of the combination of traditional Chinese medicine and modern technology, the combination of macro and micro, and the combination of syndrome differentiation and disease differentiat...

AI Technical Summary

Problems solved by technology

The above matching method is still text character matching, that is, at the method level, it still solv...

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