ICD encoding method and device, electronic equipment and storage medium

A coding method and coding technology, which are applied in the fields of electrical digital data processing, instruments, biological neural network models, etc., can solve the problems of time-consuming and labor-intensive coding, and achieve the effect of improving generalization and ensuring timeliness

Active Publication Date: 2021-01-05
北京惠及智医科技有限公司
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Problems solved by technology

[0004] The present invention provides an ICD coding method, device, electronic equipment and storage

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  • ICD encoding method and device, electronic equipment and storage medium
  • ICD encoding method and device, electronic equipment and storage medium
  • ICD encoding method and device, electronic equipment and storage medium

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[0044] In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0045] The WHO converts the textual description of disease diagnosis and other health problems into the form of a combination of letters and numbers, that is, the form of ICD code, which is used by clinical research, medical testing, health service management, and cost control departments worldwide. For example, hospitals can use ICD codes to record the health status of patients; insurance co...

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Abstract

The invention provides an ICD coding method and device, electronic equipment and a storage medium. The method comprises the steps of determining a plurality of candidate ICD codes corresponding to a to-be-coded medical record text; and determining an ICD code corresponding to the medical record text based on the medical record text and the disease knowledge text of each candidate ICD code. According to the method, the device, the electronic equipment and the storage medium provided by the invention, the disease knowledge text of each candidate ICD code is combined in the ICD coding process, sothat the ICD codes obtain the diagnosis and treatment knowledge of the disease corresponding to each candidate ICD code as support while considering the information contained in the medical record text, the problem of overfitting is avoided while automatic ICD coding is achieved, generalization and accuracy of ICD coding are improved, and timeliness of ICD coding is guaranteed.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, in particular to an ICD encoding method, device, electronic equipment and storage medium. Background technique [0002] The International Classification of Diseases (ICD) is an international unified disease classification method developed by the World Health Organization (WHO), and it is also an important part of the health information standard system. [0003] Due to the large differences between ICD coding and traditional disease diagnosis, professional ICD coders are usually required to deal with this work. However, coders need to read the detailed and heavy medical record information before they can give the correct code, and the coding efficiency is extremely low. Contents of the invention [0004] The present invention provides an ICD coding method, device, electronic equipment and storage medium, which are used to solve the time-consuming and labor-intensive ...

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Application Information

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IPC IPC(8): G06F40/126G06F40/295G06F40/30G06N3/04
CPCG06F40/126G06F40/295G06F40/30G06N3/045
Inventor 尤心心刘喜恩吴及
Owner 北京惠及智医科技有限公司
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