Indication information processing method and device, storage medium and electronic equipment

Abstract

The invention belongs to the technical field of computers, and relates to an indication information processing method and device, a computer readable storage medium and electronic equipment. The method comprises the steps of obtaining indication information of to-be-classified drugs, and performing word segmentation processing on the indication information to obtain a word sequence; performing vector conversion on the word sequence according to the word vector model to obtain a first word vector sequence; obtaining a second word vector sequence of classified indication information in the medicine semantic library, and determining the similarity between the first word vector sequence and the second word vector sequence by utilizing the twin long short-term memory network model; and determining drug categories corresponding to the indication information according to the similarity so as to classify the to-be-classified drugs. According to the method, on one hand, the problem of drug similarity is solved from the semantic level, the sentence classification precision is improved, and the drug classification accuracy is improved; on the other hand, automatic classification of the medicine is achieved, a basis is provided for reasonable medicine use and intelligent fee control, and a large amount of manpower is saved.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to an indication information processing method, an indication information processing device, a computer-readable storage medium, and electronic equipment. Background technique [0002] Drug expenses account for a high proportion of the entire medical expenses. Therefore, rational drug use is an important part of insurance cost control. In particular, the review of patients' diagnostic information and medication information is also an essential step in health insurance cost control. Among them, the main basis for rational drug use is information such as indications, doses, contraindications, and adverse reactions of drugs. Using these information to calculate the similarity of drugs can provide a basis for judging rational drug use. [0003] In the existing drug similarity calculations, most of them are algorithms based on indication keywords, some calculate cosine s...

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present disclosure is to provide an indication information processing method, an indication information processing device, a computer-readable storage medium, and an electronic device, thereby at least to a certain extent overcoming the low accuracy of drug classification and the Difficulty in controlling medical expenses and other issues

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