Disease risk assessment and personalized health report generation system and method

A technology for disease risk and health reporting, applied in health index calculations, instruments, calculations, etc., can solve problems such as underutilization, and achieve the effect of ensuring efficient use and operation

Active Publication Date: 2017-08-22
SHANDONG UNIV +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Health examination data is a typical longitudinal monitoring data, which has accumulated comp

Method used

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  • Disease risk assessment and personalized health report generation system and method
  • Disease risk assessment and personalized health report generation system and method
  • Disease risk assessment and personalized health report generation system and method

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Experimental program
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Embodiment Construction

[0122] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0123] Such as figure 1 As shown, the system hardware server setup is divided into an intranet zone and a DMZ (isolated zone). In order to ensure the security of the server, the database server and application server are placed in the intranet zone. At the same time, a DMZ (isolated zone) was set up for access to external resources.

[0124] 1 The hardware server resources in the intranet zone and DMZ (isolated zone) are connected to the Internet through a security gateway and a firewall.

[0125] 2 Public users use mobile phones or PCs to access via the Internet

[0126] Institutional users use the Internet to establish a secure access channel with the system through the security gateway, thereby ensuring the safe interaction of data.

[0127] Such as figure 2 As shown, the risk assessment and personalized health intervention system is mainly aime...

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Abstract

The present invention discloses a disease risk assessment and personalized health report generation system and method. The method comprises: inputting longitudinal health examination big data; arranging the data; defining the threshold range of various indicators of the disease according to the name of the disease, and using the sas software to establish a corresponding disease queue according to the threshold range of various indicators of the disease; and after establishing the queue, using the cox single factor regression analysis method to carry out variable selection on each variable; carrying out multi-factor regression analysis on the variables incorporated into the cox regression model; establishing a cox proportional risk model; verifying the inside of the cox proportional risk mode, and verifying the outside of the cox proportional risk model; obtaining a disease prediction model; generating a disease risk assessment hyperbola; inputting new individual physical examination indicators, generating disease risk assessment results according to the disease prediction model and the disease risk assessment hyperbola, and outputting a disease risk assessment and personalized health report according to the preset indicators.

Description

technical field [0001] The invention relates to a system and method for disease risk assessment and personalized health report generation. Background technique [0002] Chronic diseases have become one of the major public health problems in the world, and about 80% of deaths can be attributed to chronic diseases. The irreversibility of chronic diseases seriously affects the quality of life of patients and brings a heavy economic burden to society and families. Theoretical research and practical exploration in developed countries have confirmed that chronic disease health management (HM) is a cost-effective prevention and control strategy. [0003] HM is the process of comprehensively managing the health risk factors of individuals and groups. Its purpose is to mobilize the enthusiasm of individuals and groups, and effectively use limited resources to achieve the greatest health effect. The specific approach is to provide targeted HM plans based on the evaluation of persona...

Claims

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Application Information

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IPC IPC(8): G06F19/00
CPCG16H50/30
Inventor 薛付忠季晓康杨洋孙苑潆苏萍李向一季加东阿力木·达依木刘云霞
Owner SHANDONG UNIV
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