Medical data processing method and system

A technology of medical data and processing methods, applied in the field of data processing, can solve the problems of weak correlation of knowledge points, small amount of data, one-sided medical knowledge data, etc., and achieve the effect of deep correlation, comprehensive data and strong pertinence

Inactive Publication Date: 2019-07-12
北京博瑞彤芸科技股份有限公司
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  • Application Information

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Problems solved by technology

However, the medical knowledge data obtained by this method is relatively one-sided, and due to the small amount of data, the relevance of knowledge points in the data is also relatively weak, so it is difficult for users to obtain highly targeted answers to search questions through this method

Method used

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  • Medical data processing method and system
  • Medical data processing method and system
  • Medical data processing method and system

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Embodiment Construction

[0029] The technical solutions of the present invention will be described in further detail below with reference to the accompanying drawings and embodiments.

[0030] Embodiments of the present invention firstly provide a medical data processing method, which is implemented in a medical data processing system, and is used to identify knowledge entities related to the medical field such as diseases, symptoms, diets, etc., and quantify the relationship between entities , so as to provide the application layer with answer reasoning for questions such as disease self-diagnosis, guidance, and health care. Its method flow chart is as figure 1 shown, including the following steps:

[0031] Step 110, the interface module acquires multiple medical knowledge document data;

[0032] Specifically, the interface module in the medical data processing system can be understood as a module for receiving relevant medical knowledge documents. The interface module includes multiple document i...

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Abstract

The invention relates to a medical data processing method and system. The method comprises: an interface module obtaining multiple pieces of medical knowledge document data; a training module generating an identification model through a long-short-term memory network model and a random field algorithm model; wherein the identification model is used for identifying entity data and entity relationship data in the medical knowledge document data; the training module obtaining multiple pieces of medical knowledge document data, inputting the multiple pieces of medical knowledge document data intothe recognition model, training the recognition model, constructing a medical knowledge graph according to the entity data recognized by the recognition model and the entity relationship data, and outputting the medical knowledge graph; wherein the medical knowledge graph comprises multiple pieces of entity fusion data; an application module receiving a medical knowledge acquisition instruction input by a user; wherein the medical knowledge acquisition instruction comprises entity data; and the application module acquiring entity fusion data corresponding to the entity data in the medical knowledge acquisition instruction from the medical knowledge graph according to the medical knowledge acquisition instruction and outputting the entity fusion data.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a medical data processing method. Background technique [0002] With the development of science and the progress of society, people have increasingly relied on Internet applications to search for relevant information. At present, in the construction of informatization in the medical field, the main method of searching for medical knowledge is to directly obtain the medical data in the data center by establishing data centers for various businesses. However, the medical knowledge data obtained by this method is relatively one-sided, and due to the small amount of data and the weak correlation of knowledge points in the data, it is difficult for users to obtain highly targeted answers to search questions through this method. Contents of the invention [0003] The purpose of the present invention is to provide a medical data processing method for the defects of the prior ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/34G06F16/36G06K9/32G06N3/04G06N3/08G16H10/60
CPCG16H10/60G06N3/08G06V20/62G06V30/153G06N3/044G06N3/045
Inventor 邵飞虎郝玲风高源
Owner 北京博瑞彤芸科技股份有限公司
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