An intelligent matching method of personalized TCM diagnosis and treatment information and TCM information based on semantic similarity

Abstract

The invention provides an intelligent matching method for personalized TCM diagnosis and treatment information and TCM information based on semantic similarity. This method first trains the neural network model, and extracts the semantic relationship between the four diagnostic information of traditional Chinese medicine such as symptoms, tongue and pulse, syndromes, diseases, and the efficacy and treatment methods of traditional Chinese medicine or prescriptions. On this basis, define the matching of personalized TCM diagnosis and treatment information and TCM (Chinese patent medicine) indications and contraindications information, where the matching of diagnosis and treatment information and indications includes the semantic similarity score of indications, key verb matching, key syndrome Term matching and key disease term matching, diagnosis and treatment information and contraindication matching include contraindication term matching. Based on the semantic relationship, this method uses a series of key term matching to amplify the correct matching results and punish the matching results with the risk of illegal drugs, so as to realize the intelligent matching of personalized TCM diagnosis and treatment information and TCM or Chinese patent medicine information, which is expected to reduce The irrational use rate of traditional Chinese medicine or Chinese patent medicine in clinical practice.

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 solves the problem of "with or without" disease characteristics, and does not match from the semantic relationship

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