System for intelligently identifying infectious diseases based on mandatory diagnosis standards, equipment and storage medium

Abstract

The invention discloses a system for intelligently identifying infectious diseases based on mandatory diagnosis standards, equipment and a storage medium. The system comprises an index construction module, an information extraction module, a standard database, a first text mining module, a second text mining module and a feature matching module. According to the method, specific indexes of infectious disease classification are determined based on mandatory diagnosis standards for infectious diseases, and a standard database is established by extracting infectious disease case classification standards and main feature information contained in each infectious disease case classification standard; a feature information vector space model is adopted for infectious disease diagnosis standard feature extraction, intelligent recognition is conducted through cosine similarity, mutual information similarity and a combination of the cosine similarity and the mutual information similarity, and therefore, accurate case recognition, intelligent cognition and auxiliary diagnosis are achieved.

Description

technical field [0001] The invention relates to the technical field of infectious disease prevention and control, in particular to a system, equipment and storage medium for intelligently identifying infectious diseases based on statutory diagnostic criteria. Background technique [0002] Infectious diseases are a class of diseases caused by various pathogens that can be transmitted between humans, animals and animals, or humans and animals. At present, the number of infectious diseases under national statutory management has increased from 37 to 39. Among them: 2 types of A, 26 types of B, and 11 types of C. Class A infectious diseases include plague, cholera, etc.; Class B infectious diseases include infectious atypical pneumonia, AIDS, viral hepatitis, etc.; Class C infectious diseases include tuberculosis, schistosomiasis, filariasis, echinococcosis, leprosy, epidemic Influenza, mumps, rubella, neonatal tetanus, acute hemorrhagic conjunctivitis, infectious diarrhea oth...

AI Technical Summary

Problems solved by technology

[0004] In view of this, the present invention proposes a system for intelligently identifying infectious diseases based on legal diagnostic criteria, which is used to solve the problems that traditional manual comparison and screening of infectious diseases may lead to missed reports and misreports, and to help medical staff in the diagnosis and treatment of infectious diseases. Auxiliary diagnosis

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