A medical triage method and system based on word vector

A word vector and vector technology, applied in the field of medical triage methods and systems based on word vectors, can solve the problems of low triage efficiency, difficulty in determining departments for patients, and error-prone, so as to improve process efficiency and improve triage accuracy. , cost saving effect

Active Publication Date: 2021-07-13
TSINGHUA UNIV
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Problems solved by technology

[0003] On the one hand, triage requires experienced nurses who have an understanding of each outpatient and disease symptoms, but in fact this is difficult to do; Low, and error-prone when busy, and setting up multiple triage desks will increase hospital costs
[0004] In addition, online registration through public accounts and other means is becoming more and more common, but it is difficult for patients to determine the department they should register for, which brings them additional difficulties

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  • A medical triage method and system based on word vector
  • A medical triage method and system based on word vector
  • A medical triage method and system based on word vector

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Embodiment Construction

[0069] The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

[0070] In order to solve the defects of the prior art, the inventor of the present case creatively proposed a solution. On the one hand, the triage requires experienced nurses who have a good understanding of each outpatient clinic and disease symptoms, but in fact it is difficult to On the other hand, large tertiary hospitals often have a large number of patients, the efficiency of triage is relatively low, and it is easy to make mistakes ...

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Abstract

The present invention provides a medical triage method and system based on word vectors. The method includes acquiring user symptom data information; judging whether the acquired user symptom data information is input by the user or consultation data, and if the data is input by the user, perform the triage Diagnosis step, if it is the interrogation data, then execute the interrogation step; search for the word vector corresponding to it based on the symptom data information, calculate the cosine similarity with the outpatient vector, and obtain the triage probability as the triage result; calculate the entropy by the triage probability , and substitute into the pre-set symptom vector list to minimize the entropy of the probability distribution, so as to find the symptoms that need to be consulted and obtain the consultation results. The technical solution of the invention can help patients confirm the departments they need to register, and help hospitals improve the accuracy of triage, improve process efficiency and save costs.

Description

technical field [0001] The invention belongs to the field of medical biotechnology, and relates to a medical triage method and system based on word vectors. Background technique [0002] General hospitals have a wide variety of departments, and it is difficult for patients to judge which department they should go to. Large hospitals generally have triage desks, where nurses conduct on-site triage, and give recommendations for registration departments based on the symptoms of patients. [0003] On the one hand, triage requires experienced nurses who have a good understanding of every outpatient clinic and disease symptoms, but in fact this is difficult to do; on the other hand, large tertiary hospitals often have a large number of patients, and the efficiency of triage is relatively high. Low cost, and error-prone while busy, and setting up multiple triage desks will increase hospital costs. [0004] In addition, online registration through public accounts and other methods...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H40/20G16H50/20
CPCG16H40/20G16H50/20
Inventor 江瑞黄浩
Owner TSINGHUA UNIV
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