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Application Research Of Big Data Analysis In Health Management Of "Preventive Treatment Of Disease"

Posted on:2019-07-02Degree:MasterType:Thesis
Country:ChinaCandidate:H Y RenFull Text:PDF
GTID:2404330566473378Subject:Information and Communication Engineering
Abstract/Summary:PDF Full Text Request
Health management usually refers to finding health hazards through medical means,and constantly monitoring and effective control.The health management of "preventive treatment of disease" mentioned in this article is a health management with characteristics of traditional Chinese medicine.The theory of "preventive treatment of diseases" has been formed over two thousand years ago and has been recorded accordingly.In the earliest medical classics The Emperor's Inner Scripture were recorded in the book that “sage is not cured but disease is cured".It means that the best doctor can prevent the disease from coming when it is not coming.The main idea is to prevent disease first.So the definition of “Preventive Treatment of Disease” and Health Management in this article is to prevent or treat diseases in the early or latent period of the disease by means of physical examination data or auxiliary health platform data.With the increasing demand for disease treatment and prevention,Health management is gradually popularized.The people's demand for health management is getting higher and higher.The development of health management in China has made great progress in the past 10 years.Many hospitals and CDC have set up an independent physical examination center,Private health management services have also set up health examination centers,health management companies,etc.However,due to the independence among the agencies at all levels,the number of users is numerous,the data is chaotic and can not be shared.Therefore,a health system is not formed,which makes the development of health management of "preventive treatment of disease" meet the bottleneck.At present,the health management of "preventive treatment of disease" industry in China is in the initial stage,the health data is incomplete,the technology is not comprehensive and many other problems are the cause of the slow development of the health management of "preventive treatment of disease" industry.China has a large population,a lot of people's health data are chaotic,not even archived records,hospital records are too scattered,wearable equipment or health platform has not yet been popularized,which have hindered the development of the health management of "preventive treatment of disease" industry.In addition,the traditional health management of "preventive treatment of disease" needs people to go to the hospital for a health examination,and then by professional doctors to make health judgments and take precautions and treatment measures.This article introduces the big data analysis technology into the health management of "preventive treatment of disease".Through a series of data processing programs,the health management system is assisted to complete the process of health management,so as to achieve the prevention and treatment of diseases and other related work.And use data mining clustering analysis and association analysis technology,From the two aspects of health data analysis based on cluster analysis and health data analysis based on association rules,The data of the physical examination of the provincial staff in Guizhou province and the case data stored in the hospital are analyzed and processed.Complete the auxiliary prevention and auxiliary diagnosis of health management process.
Keywords/Search Tags:Big data analysis, data mining, cluster analysis, association analysis
PDF Full Text Request
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