Traditional Chinese medicine auxiliary clinical diagnosis method

A technology of auxiliary diagnosis and traditional Chinese medicine, applied in medical automated diagnosis, computer-aided medical procedures, medical informatics, etc., can solve the problem of no relevant reports in the research of data representation methods, and achieve the effect of ensuring smooth diagnosis and improving the accuracy rate

Inactive Publication Date: 2019-12-20
CHENGDU UNIV OF INFORMATION TECH
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Problems solved by technology

[0003] In recent years, due to the popularity of deep learning, the research on TCM clinical auxiliary diagnosis based on deep neural network has been graduall...

Method used

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  • Traditional Chinese medicine auxiliary clinical diagnosis method

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Embodiment 1

[0024] The invention provides a kind of clinical auxiliary diagnosis method of traditional Chinese medicine, and specific auxiliary diagnosis method is as follows:

[0025] S1. First, collect clinical consultation data of traditional Chinese medicine through the Internet and various hospitals of traditional Chinese medicine, obtain various diseases and consultation records in the clinical records of traditional Chinese medicine, and then organize the consultation records and corresponding diseases into text data and store them in the clinical assistant of traditional Chinese medicine In the diagnosis system, the data vectors stored in the background database of the TCM clinical auxiliary diagnosis system are used as data support for multi-label classification tasks;

[0026] S2. Express the sorted TCM consultation text data as computer-computable numerical data through a data representation method. The data representation method is specifically a vector space representation and...

Embodiment 2

[0037] TCM clinical inquiry data can also include solutions corresponding to each disease;

[0038] Each symptom, consultation record and its corresponding solution are stored in the background database of the auxiliary diagnosis model, and new symptoms, consultation records and solutions can be edited and input through the administrator terminal, and at the same time, old inaccurate ones can be corrected Disease solutions are adjusted;

[0039] This can improve the accuracy of diagnosis and ensure the smooth diagnosis of traditional Chinese medicine when doctors are inexperienced or medical resources are scarce.

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Abstract

The invention discloses a traditional Chinese medicine auxiliary clinical diagnosis method and specifically relates to the field of clinical diagnosis of traditional Chinese medicine. The auxiliary clinical diagnosis method comprises the following steps of: S1, firstly collecting traditional Chinese medicine clinical consultation data through the Internet and various traditional Chinese medicine hospitals to obtain various symptoms and consultation records in the traditional Chinese medicine clinical records, and then, organizing the consultation records and their corresponding symptoms into text data, and storing the text data in a traditional Chinese medicine clinical auxiliary diagnostic system according to classifications; S2, representing the traditional Chinese medicine consultationtext data in the form of computer-calculable numerical data by a data characterization method; and S3, calculating the represented data form by a multilayer perceptron model to determine the symptom condition corresponding to the traditional Chinese medicine consultation data. The method converts the text data into numerical data through the data characterization method, and finally inputs the numerical data into the multilayer perceptron model, and achieves searche through multi-label classification tasks so as to assist the traditional Chinese medical staff, and performs traditional Chinesemedicine diagnosis especially in the case of insufficient experience or scarce medical resources.

Description

technical field [0001] The invention relates to the technical field of clinical diagnosis of traditional Chinese medicine, and more specifically, the invention relates to a method for clinical auxiliary diagnosis of traditional Chinese medicine. Background technique [0002] At present, the clinical diagnosis of traditional Chinese medicine in my country relies heavily on the theoretical knowledge reserve and clinical experience mastered by doctors, which is largely limited by the medical level of doctors themselves, and the medical development in my country is unbalanced, which has led to some hospitals with insufficient medical experts. , the misdiagnosis rate of intractable diseases is much higher than that of central hospitals. Once a misdiagnosis occurs, it will not only waste the patient's diagnosis and treatment costs, but also bring great psychological and physical pain to the patient. What is more serious is that it will delay the best time for treatment, lead to the...

Claims

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Application Information

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IPC IPC(8): G16H50/20G16H50/70
CPCG16H50/20G16H50/70
Inventor 王亚强王晓峰舒红平
Owner CHENGDU UNIV OF INFORMATION TECH
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