Method for generating traditional Chinese medicine prescription based on deep learning

Abstract

The invention discloses a method for generating a traditional Chinese medicine prescription based on deep learning. The method comprises the steps of segmenting the face image of a patient to images in three granularities: organ granularity, local area granularity and face granularity; dividing a dataset which is composed of a pixel matrix and a multi-label vector into a training dataset and a testing dataset; constructing a convolutional neural network model based on a three-granularity face; training the training dataset, performing training of iterating an adjusting parameter by multiple times for obtaining a neural network model with excellent performance; and inputting the pixel matrix of the testing dataset into the neural network model for generating the traditional Chinese medicineprescription. According to the method of the invention, prescription making experience of the traditional Chinese medicine can be learned from data; and the traditional Chinese medicine prescriptionwhich is required by the patient can be automatically generated according to the face image of the patient, thereby performing an auxiliary function on the inspection diagnosis operation of the traditional Chinese medicine, reducing repeated operations and performing quick and stable analysis on the face.

Description

technical field [0001] The invention relates to the field of computer applications, in particular to a method for generating traditional Chinese medicine prescriptions based on deep learning. Background technique [0002] Facial inspection is an important content of traditional Chinese medicine inspection and an important basis for diagnosis in traditional Chinese medicine. It is a simple and effective method to assist diagnosis and identification by observing the changes in the color and shape of the face. Facial inspection is a part of the essence of TCM theory for thousands of years, and it is part of the four diagnosis methods of "look, smell, ask, and feel" in TCM. A healthy person's face should be clean, ruddy and shiny. The face of a newborn baby is usually clean, but with the growth of the years and the influence of various factors such as air, water, food additives, environmental pollution, mental stress, etc., the health of the human body is damaged, and the face ...

AI Technical Summary

Problems solved by technology

[0005] Prescribing traditional Chinese medicine based on the human face in traditional Chinese medicine diagnosis has a certain degree of repetition, and the diagnostic value is greatly affected by the doctor's clinical experience, environmental factors such as light source, brightness and other subjective and objective factors, making the valuable experience of facial inspection unscientific. Quantitatively preserved

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