Coated tongue herbal prescription forming method based on deep learning

A technology of deep learning and traditional Chinese medicine, applied in the application field of computer in traditional Chinese medicine prescription, can solve the problem that valuable experience cannot be preserved scientifically and quantitatively, and achieve the effect of reducing repetitive work and labor costs, reducing diagnosis time and improving accuracy

Inactive Publication Date: 2018-11-23
SOUTH CHINA UNIV OF TECH
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  • Description
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AI Technical Summary

Problems solved by technology

[0005] In traditional Chinese medicine diagnosis, it is repetitive to prescribe traditional Chinese medicine according to the tongue coating, and the diagnostic value is greatly affected by the doctor's clini

Method used

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  • Coated tongue herbal prescription forming method based on deep learning
  • Coated tongue herbal prescription forming method based on deep learning
  • Coated tongue herbal prescription forming method based on deep learning

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Embodiment

[0029] This embodiment provides a method for generating traditional Chinese medicine prescriptions based on deep learning tongue coating, the flow chart of the method is as follows figure 1 shown, including the following steps:

[0030] S1. Represent the patient's tongue coating image with a pixel matrix, and represent the patient's traditional Chinese medicine prescription with a vector;

[0031] S2. Taking the pixel matrix as input and the vector as output, dividing the data set composed of pixel matrix and vector into training data set and test data set;

[0032] S3. Use the dual-channel convolutional neural network based on the document topic model to train the training data set, and adjust the parameters to obtain a well-performing neural network model after multiple iterations of training;

[0033] S4. Input the pixel matrix of the test data set into the neural network model to generate a traditional Chinese medicine prescription.

[0034] The tongue coating images in ...

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Abstract

The invention discloses a coated tongue herbal prescription forming method based on deep learning; the method comprises the following steps: S1, using a pixel matrix to represent a patient coated tongue image, and using a vector to represent a patient herbal prescription; S2, using the pixel matrix as input and the vector as output, and splitting a data set into a training data set and a test dataset; S3, using a dual-channel convolution nerve network based on a document theme model to train the training data set, adjusting parameters, iterating for many times and training to obtain a nerve network model with excellent performance; S4, inputting the pixel matrix of the test data set into the nerve network model, and forming a herbal prescription. The method can learn prescription experiences of herbal medicines from the data, can automatically form the patient needed herbal prescription according to the patient coated tongue image, thus assisting the herbal medicine coated tongue diagnosis works, reducing repeated works, and fast and stably analyzing the coated tongue.

Description

technical field [0001] The invention relates to the technical field of computer application in traditional Chinese medicine prescriptions, in particular to a method for generating traditional Chinese medicine prescriptions based on deep learning tongue coating. Background technique [0002] Tongue diagnosis is an important part of inspection in traditional Chinese medicine, and it is also an important basis for diagnosis in traditional Chinese medicine. Tongue diagnosis is a simple and effective method to assist diagnosis and identification by observing changes in the color and shape of the tongue. The tongue is the seedling of the heart, outside the spleen, the moss is produced by stomach qi. The viscera are connected with the tongue through the meridians and thus serve as an important source system for the diagnosis of diseases in traditional Chinese medicine. , scattered under the tongue, so visceral lesions can be reflected on the tongue and tongue coating, tongue diagn...

Claims

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Application Information

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IPC IPC(8): G16H50/20G16H20/10G16H20/90G06N3/08
CPCG06N3/08G16H20/10G16H20/90G16H50/20
Inventor 文贵华廖辉强
Owner SOUTH CHINA UNIV OF TECH
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