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Disease encoding method and apparatus

A coding method and coding technology, applied in the field of coding, can solve problems such as low accuracy and achieve the effect of improving coding accuracy

Pending Publication Date: 2019-05-21
PING AN MEDICAL & HEALTHCARE MANAGEMENT CO LTD
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Problems solved by technology

[0003] In view of this, the embodiment of the present invention provides a disease coding method and device to solve the problem of low accuracy of manual coding based on experience in the prior art

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  • Disease encoding method and apparatus
  • Disease encoding method and apparatus

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Embodiment Construction

[0023] In order to better understand the technical solutions of the present invention, the embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0024] It should be clear that the described embodiments are only some of the embodiments of the present invention, not all of them. 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.

[0025] Terms used in the embodiments of the present invention are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. As used in the embodiments of the present invention and the appended claims, the singular forms "a", "said" and "the" are also intended to include the plural forms unless the context clearly indicates otherwise.

[0026] It should be understood that the term "an...

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Abstract

The embodiment of the invention provides a disease coding method and a disease coding device. The method comprises the steps of acquiring a structured electronic case; carrying out word segmentation on the target field of the structured electronic case to obtain a plurality of keywords, wherein the target field at least comprising a doctor diagnosis description field, a disease part field, a symptom field and an examination result field; searching at least one candidate international disease classification code matched with the plurality of keywords from the medical knowledge base; inputting the candidate international disease classification codes into a machine learning model to obtain a score rank of the candidate international disease classification codes; outputting candidate international disease classification codes and the score ranks thereof; recommending at least one candidate international disease classification code to the user according to the score ranking of the candidateinternational disease classification codes. Therefore, the technical scheme provided by the embodiment of the invention can solve the problem of low accuracy of manual coding by experience in the prior art.

Description

【Technical field】 [0001] The present invention relates to the coding field, in particular to a disease coding method and device. 【Background technique】 [0002] At present, the ICD coding (international classification of diseases, ICD) is carried out on the front page of the medical record, which is a system that classifies the diseases according to certain characteristics of the disease according to the rules, and expresses them by coding. Most of them are filled by doctors after diagnosis and treatment of patients. However, since doctors often write the diagnosis according to their own habits, it does not necessarily conform to the ICD standard, and there will be cases of writing errors or omissions, so these questions need to be followed up. The coders of the Medical Records Department went to perfect it, but due to the uneven level of the coders, code omissions or typos still existed. 【Content of invention】 [0003] In view of this, an embodiment of the present invent...

Claims

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Application Information

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IPC IPC(8): G16H50/20G16H50/70
Inventor 李濠辰
Owner PING AN MEDICAL & HEALTHCARE MANAGEMENT CO LTD
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