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

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...

AI Technical Summary

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 the limitations of manual analysis of the existing data of the disease center based on disease control experts, which leads to disease risk prediction. There is a problem of deviation

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