Disease auxiliary diagnosis system and device based on clustering and storage medium

Abstract

The invention discloses a disease auxiliary diagnosis system and device based on clustering and a storage medium. The system comprises a disease library module used for establishing an oral salty disease library; a vectorization module used for vectorization representation to obtain feature vectors of various disease symptoms; a disease clustering module used for clustering various diseases in thesalty disease library by adopting a k-means clustering method optimized based on a grey wolf-seagull algorithm; a first classification module used for establishing a to-be-identified case symptom feature vector and clustering the to-be-identified case symptom feature vector to obtain a first classification result; and a second classification module used for re-classifying the to-be-identified cases by calculating the intra-class semantic similarity according to the first classification result. According to the method, disease categories are clustered by adopting an optimized K-means clustering algorithm, so that the operand is greatly reduced, and the disease diagnosis rate and accuracy are improved.

Description

technical field [0001] The invention belongs to the technical field of artificial intelligence, and relates to a cluster-based aided disease diagnosis system, equipment and a storage medium. Background technique [0002] As the saying goes, "the nose smells the smell, the tongue tastes the five flavors". The information of sour, sweet, salty, spicy, and salty five tastes is transmitted by the taste cells densely covered with small nipples on the tongue surface, called tongue buds, and then excited by the taste center of the cerebral cortex, and then stimulated by the feedback loop of the neurohumoral system. Complete the whole flavor analysis activity. However, some people have a strange taste in their mouth when they eat, or feel an abnormal taste in their mouth without eating. This often suggests that you may have a certain disease. Traditional Chinese medicine believes that the pathogenesis of salty mouth or saliva is kidney deficiency, and the kidney fluid is flooded ...

AI Technical Summary

Problems solved by technology

[0003] In view of this, the present invention proposes a cluster-based aided disease diagnosis system, equipment, and storage medium to solve the problem of lack of convenient and rapid aided diagnosis means in the prior art

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