Semantic triage method and system

Abstract

The invention discloses a semantic triage method and system. The method comprises the following steps: acquiring actual inquiry data; and inputting the actual inquiry data into a department classification model to obtain a target department, wherein an establishment method of the department classification model comprises the following steps: acquiring historical inquiry data comprising historical disease descriptions and corresponding historical departments; and training a long-short term memory network model according to the historical inquiry data to obtain the department classification model. According to an existing triage method, a hospital guide needs to manually judge corresponding departments according to the disease descriptions, and the manual speed is limited. According to the invention, the target department can be automatically obtained through the department classification model only by inputting the disease descriptions, and the triage efficiency is improved. Moreover, the hospital guide performs department triage completely by virtue of experience, and errors are easy to occur. According to the invention, a triage operation is performed by utilizing the department classification model trained by a large amount of historical data, so that the triage accuracy is improved.

Description

technical field [0001] The invention relates to the technical field of departmental diagnosis guidance, in particular to a semantic triage method and system. Background technique [0002] In a hospital, it is time-consuming and labor-intensive to introduce patients to the correct department. A medical guide is required to analyze a patient's condition description and then assign a department to the patient. However, due to the small number of clinic guides in the hospital, patients need to wait for a long time to obtain the results of triage. Moreover, due to the many types of diseases and the different professional fields, the guide may not be able to give the patient a correct department. Contents of the invention [0003] The purpose of the present invention is to provide a semantic triage method and system to improve the efficiency and accuracy of triage. [0004] To achieve the above object, the present invention provides the following scheme: [0005] A semantic t...

AI Technical Summary

Problems solved by technology

However, due to the small number of clinic guides in the hospital, patients have to wait for a long time to obtain the results of triage

Moreover, due to the many types of diseases and the different professional fields, the guide may not be able to give the patient a correct department.

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