Disease risk predicting method, device, computer equipment and computer storage medium

A disease risk and risk prediction technology, applied in the field of data analysis, can solve problems such as disease risk prediction bias, and achieve the effect of improving flexibility and accuracy

Pending Publication Date: 2019-09-06
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of this, the present invention provides a disease risk prediction method, device, computer equipment, and computer storage medium, the main purpose of which is to solve

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  • Disease risk predicting method, device, computer equipment and computer storage medium
  • Disease risk predicting method, device, computer equipment and computer storage medium
  • Disease risk predicting method, device, computer equipment and computer storage medium

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Embodiment Construction

[0064] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0065] The embodiment of the present invention provides a disease risk prediction method, which can conduct a more comprehensive analysis of disease data and improve the accuracy of disease risk prediction, such as figure 1 As shown, the method includes:

[0066] 101. Obtain relevant disease sample data.

[0067] Among them, the related disease sample data is the disease data of each disease type generated by the sample user of th...

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Abstract

The invention discloses a disease risk predicting method, a device and a computer storage medium, wherein the disease risk predicting method, the device and the computer storage medium relate to the field of data analysis technology. More comprehensive analysis can be performed on the disease data for improving disease risk predicting precision. The disease risk predicting method comprises the steps of acquiring disease sample data with relevance, wherein the disease sample data comprises the disease data of each disease type and disease related data, and furthermore each disease type label isrecorded in the disease sample data; inputting the disease sample data with relevance into a deep learning model for training, constructing a disease risk predicting model which is used for predicting the risk predicting result of the disease data in each disease type; and when to-be-predicted disease data are received, based on the disease risk predicting model, outputting the risk predicting result of the to-be-predicted disease data in each disease type.

Description

technical field [0001] The present invention relates to the technical field of data analysis, in particular to a disease risk prediction method, device, computer equipment and computer storage medium. Background technique [0002] Disease risk prediction is an important task of the CDCs of various provinces and cities. Its core problem is to predict the risk probability of individuals suffering from a certain disease (or a certain event) in the future, so as to predict the disease according to the predicted risk probability. Prevent and control the development of diseases. [0003] Disease control will be based on the definition of a certain population, such as the whole population, the inpatient population of myocardial infarction, etc., and set a specific time window for a certain prediction target, such as heart failure, death, etc., including the time point when the prediction is made, and the time to predict time window to predict the occurrence probability of the targ...

Claims

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Application Information

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IPC IPC(8): G16H50/30G06Q10/04G06K9/62G06N3/04
CPCG16H50/30G06Q10/04G06N3/045G06F18/214
Inventor 申超波洪博然阮晓雯徐亮
Owner PING AN TECH (SHENZHEN) CO LTD
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