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Disease classification code identification method and device, computer equipment and storage medium

A computer equipment and disease classification technology, applied in the computer field, can solve the problem of low recognition accuracy of disease classification and coding

Active Publication Date: 2020-02-21
SUN YAT SEN UNIV
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Problems solved by technology

[0006] Various embodiments of the present invention provide a disease classification code recognition method, device, computer equipment, and storage medium to solve the problem of low accuracy in disease classification code recognition in related technologies

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  • Disease classification code identification method and device, computer equipment and storage medium
  • Disease classification code identification method and device, computer equipment and storage medium
  • Disease classification code identification method and device, computer equipment and storage medium

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Embodiment Construction

[0028] Reference will now be made in detail to exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.

[0029] As mentioned above, disease classification codes can be automatically identified based on computer equipment, mainly including two schemes: the first scheme is automatic recognition based on dictionary retrieval technology, and the second scheme is automatic recognition based on classification learning.

[0030] In the first scheme, the disease classification code is first constructed into a ...

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Abstract

The invention discloses a disease classification code recognition method and device, computer equipment and a storage medium, and the disease classification code recognition method is used for the computer equipment, and comprises the steps: obtaining diagnosis data; mapping the diagnosis data to an expression space where a disease classification code is located to obtain an intermediate vector corresponding to the diagnosis data; performing similarity measurement on the intermediate vector corresponding to the diagnosis data based on a vector matrix constructed by the intermediate vector corresponding to the disease classification code to obtain the similarity between the intermediate vector in the vector matrix and the intermediate vector corresponding to the diagnosis data; and determining a disease classification code corresponding to the diagnosis data according to the similarity between the intermediate vector in the vector matrix and the intermediate vector corresponding to thediagnosis data. By adopting the disease classification code identification method and device, the computer equipment and the storage medium provided by the invention, the problem of low accuracy of disease classification code identification in the prior art is solved.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a disease classification code recognition method, device, computer equipment and storage medium. Background technique [0002] With the development of medical technology, International Classification of Diseases (ICD, International Classification of Diseases) codes are widely used to describe the patient's condition, such as etiology, injury, cause of death and so on. It not only enables the world to share and compare data among hospitals in various countries in a consistent and standard way, so as to greatly promote the further development of medical technology, but also, the pre-payment system that is currently being vigorously promoted in my country by disease diagnosis group (DRGs) also need to be based on the disease classification code to play a better role, so how to quickly convert the doctor's non-standardized diagnosis data about the patient into a standardized...

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Application Information

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IPC IPC(8): G16H10/00G06N3/08
CPCG16H10/00G06N3/08
Inventor 任江涛冯毅飞
Owner SUN YAT SEN UNIV
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