Method for establishing early warning model of major cardiovascular disease risk and device thereof

Abstract

The invention discloses a method for establishing an early warning model of major cardiovascular disease risk. The method comprises the following steps: collecting heart data in real time and saving the data to a heart database; copying the data in the heart data into a training database and a test database; establishing a cardiovascular disease model and performing a training optimization model through data in the training database until a training number and a training accuracy threshold are reached; testing the training-optimized cardiovascular disease model by data in the test database until the number of tests and the test accuracy threshold are reached; outputting the cardiovascular disease model after the test is passed, and obtaining the final warning model for major cardiovasculardisease risk. The method establishes the early warning model for cardiovascular disease risk, intelligently analyzes and predicts cardiovascular diseases, and solves the technical problem in the prior art that the disease cannot be intelligently analyzed based on cardiac data, and realizes the pressure of relieving medical resources.

Description

technical field [0001] The invention relates to the technical field of cardiovascular disease model establishment, in particular to a method and device for establishing a major cardiovascular disease risk early warning model. Background technique [0002] The prevalence of cardiovascular diseases in China is on the rise. The 2016 cardiovascular disease survey report shows that the number of people suffering from cardiovascular diseases in China is as high as 290 million, and the morbidity and mortality rate ranks first, higher than tumors and other diseases. Due to the aging of the Chinese population, although the age-standardized cardiovascular disease mortality rate has declined, the absolute number of cardiovascular disease mortality rate is still rising rapidly. In 2013, it increased by 46% compared with 1990. The number of deaths from heart disease increased by 90.9%. Since 2004, the growth rate of hospitalization expenses for cardiovascular diseases has been much high...

AI Technical Summary

Problems solved by technology

[0004] The present invention provides a method and device for establishing a major cardiovascular disease risk early warning model to solve the technical problem in the prior art that it is impossible to conduct early warning based on heart data intelligent analysis of diseases, so that by establishing a cardiovascular disease risk early warning model, cardiovascular Intelligent analysis and early warning of diseases, thereby alleviating the pressure on medical resources

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