GAN-based traditional Chinese medicine prescription improvement method

Abstract

The invention discloses a GAN-based traditional Chinese medicine prescription improvement method, which is used for solving the problem of assisting traditional Chinese medicine doctors in improving the reasonability of traditional Chinese medicine prescriptions according to actual needs of patients in the prior art. The method comprises the following steps: collecting traditional Chinese medicineprescription data, and forming an original traditional Chinese medicine prescription vector sequence according to the traditional Chinese medicine prescription data; inputting the original traditional Chinese medicine prescription vector sequence into a GAN generator for training, and outputting the generated traditional Chinese medicine prescription vector sequence; inputting the original traditional Chinese medicine prescription vector sequence and the generated traditional Chinese medicine prescription vector sequence into a discriminator of the GAN, and training and updating parameters inthe discriminator, so that the discriminator can distinguish the original traditional Chinese medicine prescription vector sequence from the generated traditional Chinese medicine prescription vectorsequence; and alternately training the generator and the discriminator to obtain the improved model of the traditional Chinese medicine prescription.

Description

technical field [0001] This application relates to the field of deep learning, in particular to a method for improving traditional Chinese medicine prescriptions based on GAN. Background technique [0002] Generative Adversarial Networks (GAN, Generative Adversarial Networks) is one of the most important methods of unsupervised learning on complex distributions in recent years. It has been widely used in the field of generation. GAN can produce impressive results and can control smooth and Reasonable semantic variation becomes the most important generative model framework for learning arbitrarily complex data distributions. [0003] Traditional Chinese medicine is accumulated by our ancestors in the long-term medical practice, and it is an important part of my country's ancient excellent cultural heritage. After long-term medical practice, through the combination of various medicines, decoct to make soup, and then form a traditional Chinese medicine prescription. [0004] ...

AI Technical Summary

Problems solved by technology

[0005] The present invention provides a method for improving traditional Chinese medicine prescriptions based on GAN, which solves the problem of how to effectively use GAN and deep learning technology to improve traditional Chinese medicine prescriptions in combination with the actual conditions of patients to form more reasonable and effective Chinese medicine prescriptions.

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