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
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;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5514758
