Method for predicting risk of chronic obstructive pulmonary disease, server and computer-readable storage medium

A technology for risk prediction and COPD, applied in the field of data analysis, to achieve the effect of high prediction accuracy, convenient implementation and improved prediction effect

Inactive Publication Date: 2018-07-06
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of this, the present invention proposes a method for predicting the risk of COPD, a server and a co

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  • Method for predicting risk of chronic obstructive pulmonary disease, server and computer-readable storage medium
  • Method for predicting risk of chronic obstructive pulmonary disease, server and computer-readable storage medium
  • Method for predicting risk of chronic obstructive pulmonary disease, server and computer-readable storage medium

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Embodiment Construction

[0032] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0033] It should be noted that the descriptions involving "first", "second", etc. in the present invention are only for descriptive purposes, and should not be understood as indicating or implying their relative importance or implicitly indicating the number of indicated technical features . Thus, the features defined as "first" and "second" may explicitly or implicitly include at least one...

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Abstract

The invention discloses a method for predicting the risk of chronic obstructive pulmonary disease. The method includes the steps that the range of user information needing to be acquired is set; relevant sample data is acquired according to the range of the user information; multiple models are established according to the sample data, and training and testing are conducted to screen out the optimal model combination; a combined classifier model is established according to the optimal model combination; the risk of chronic obstructive pulmonary disease is predicted according to the combined classifier model and the user personal information. The invention further provides a server and a computer-readable storage medium. The method for predicting the risk of chronic obstructive pulmonary disease, the server and the computer-readable storage medium can realize the prediction of the risk of chronic obstructive pulmonary disease in the coming year for individuals.

Description

technical field [0001] The present invention relates to the technical field of data analysis, and in particular to a method for predicting the onset risk of chronic obstructive pulmonary disease, a server, and a computer-readable storage medium. Background technique [0002] COPD is chronic obstructive pulmonary disease characterized by airflow limitation that is not fully reversible. Airflow limitation in COPD is often progressive and accompanied by an abnormal inflammatory response of the lungs to noxious particles or gases, mainly due to smoking. Although COPD directly affects the lungs, it can also cause significant systemic effects. Chronic cough and sputum production often precede airflow limitation for many years, but not all patients with cough and sputum production will develop COPD. To make a definite diagnosis of COPD, pulmonary function tests are required. COPD has a high mortality rate; it is accompanied by shortness of breath, expectoration, wheezing and rep...

Claims

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Application Information

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IPC IPC(8): G16H50/30
CPCG16H50/30
Inventor 阮晓雯徐亮肖京
Owner PING AN TECH (SHENZHEN) CO LTD
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