Traditional Chinese medicine stomachache health preserving scheme obtaining device based on BERT language model and CNN model

Abstract

The invention provides a traditional Chinese medicine stomachache health preserving scheme obtaining device based on a BERT language model and a CNN model, and the device is characterized in that the device comprises the BERT model which is used for processing a stomachache symptom of a patient, thereby obtaining a sentence vector corresponding to the stomachache symptom of the patient; and the CNN model used for carrying out probability prediction on the health-preserving schemes based on the sentence vectors to obtain a probability value of each health-preserving scheme, and taking the health-preserving scheme corresponding to the maximum probability value as a patient health-preserving scheme. The training process of the BERT model and the CNN model comprises the following steps: obtaining a health preserving data set from a traditional Chinese medicine health preserving knowledge book; acquiring a training set from the traditional Chinese medicine inquiry data set; inputting the health preserving data set into a pre-built BERT model for training so as to obtain a trained BERT model; extracting word embedding representation from the training set by utilizing the trained BERT model; and inputting the word embedding representation into a pre-established CNN model for training so as to obtain a trained CNN model.

Description

technical field [0001] The invention belongs to the field of computer-aided diagnosis, and in particular relates to a device for obtaining a health regimen for gastric pain in traditional Chinese medicine based on a BERT language model and a CNN model. Background technique [0002] In recent years, artificial intelligence has become one of the new driving forces to promote social and economic development, playing an important role in improving social production efficiency, realizing social development and economic transformation. As the core force leading the new generation of industrial transformation, artificial intelligence has demonstrated new application methods in medical care, and has given birth to new business forms through deep integration. [0003] From a global perspective, the current artificial intelligence medical industry is still in the early stages of development. Compared with media, retail, education and other fields, the degree of commercialization is re...

AI Technical Summary

Problems solved by technology

However, despite the continuous development and improvement of medical consultation for several generations, the acquisition of medical consultation data still has shortcomings such as strong subjectivity, poor repeatability, and lack of uniform implementation standards, which greatly restrict modern Chinese medical consultation. The research and development of traditional Chinese and Western medicine hinder the mutual communication between Chinese and Western medicine theory and clinic

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