DocumentCode
3085716
Title
Constraining and Summarizing Optimal Risk and Preventive Patterns in Medical Data
Author
Zhang, Junpeng ; He, Jianfeng ; Li, Jiuyong ; Ma, Lei
Author_Institution
Kunming Univ. of Sci. & Technol., Kunming, China
fYear
2010
fDate
18-20 June 2010
Firstpage
1
Lastpage
4
Abstract
In this paper, we propose a method to constrain and summarize optimal risk and preventive patterns in medical data using risk and preventive set with weight (RPSW) algorithm. The proposed method was tested by two benchmark medical data sets. The experiments show that the number of attribute-value items of the constraints was significant reduced and the results are understandable and intuitive.
Keywords
data mining; medical administrative data processing; RPSW algorithm; association rule mining; attribute-value items; medical data; optimal risk; preventive patterns; risk and preventive set with weight algorithm; Algorithm design and analysis; Association rules; Australia; Cancer; Data mining; Diseases; Helium; Medical diagnostic imaging; Medical services; Medical tests;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location
Chengdu
ISSN
2151-7614
Print_ISBN
978-1-4244-4712-1
Electronic_ISBN
2151-7614
Type
conf
DOI
10.1109/ICBBE.2010.5514758
Filename
5514758
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