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ICD encoding method, device, electronic equipment and storage medium

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

Active Publication Date: 2021-11-23
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 medium to solve the time-consuming and labor-intensive defects of manual ICD coding in the prior art

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

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Embodiment Construction

[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 present invention provides an ICD coding method, device, electronic equipment and storage medium, wherein the method includes: determining a plurality of candidate ICD codes corresponding to the medical record text to be coded; based on the medical record text and the disease knowledge of each candidate ICD code Text, determine the ICD code corresponding to the medical record text. The method, device, electronic equipment and storage medium provided by the present invention combine the disease knowledge texts of each candidate ICD code during the ICD coding process, so that the ICD code can obtain the correspondence of each candidate ICD code while considering the information covered in the medical record text. The diagnosis and treatment knowledge of the disease is used as a support, which avoids the problem of overfitting while realizing automatic ICD coding, improves the generalization and accuracy of ICD coding, and ensures the timeliness of ICD coding.

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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Patent Type & Authority Patents(China)
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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