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The Application Of Data Mining Technology In The Management Of Medical Record Information

Posted on:2020-06-20Degree:MasterType:Thesis
Country:ChinaCandidate:C RongFull Text:PDF
GTID:2404330590985661Subject:Computer technology
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In recent years,with the rapid development of electronic information technology,China’s Hospital Information System(HIS)has developed to record patients ’personal information,diagnosis,and diagnosis information centered on hospital electronic medical records.However,due to the serious aging in these years,database medical information has rapidly increased,and there has been a phenomenon of "rich data and poor knowledge".If we fail to make in-depth use of the data stored in the database,we will largely waste valuable and effective medical information resources.How to make better use of these medical information resources,so that these resources can provide supplementary role for doctors,can provide decision-making role for the hospital leadership has become a problem that needs to be solved by various hospitals.In view of this current situation,after analyzing the shortcomings of the existing hospital case information system,this paper establishes the hospital case information system database,and through the establishment of the database,deeply excavates the medical information data contained in the home page of the case.And the combination of these medical information data and various medical information,find the laws contained in it,and draw valuable conclusions,in the hope of helping medical personnel’s work.The following studies will be conducted:1.The SQL Server data warehouse is established based on the historical data of the case information system.2.The SQL Server 2008 integration environment includes data mining algorithms and tools that make it easier to generate comprehensive solutions for various projects.3.Research the association rule algorithm,propose an improved algorithm of the Apriori algorithm,and apply the association rule to explore the relationship between breast cancer recurrence factors and diabetes and its complications.Figure32;Table7;Reference 52...
Keywords/Search Tags:Data Mining, Hospital Medical Record Information System, Medical record home page, Apriori algorithm
PDF Full Text Request
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