DocumentCode
1846135
Title
Application of fuzzy cluster analysis for medical image data mining
Author
WANG, Shuyan ; Zhou, Mingquan ; Geng, Guohua
Author_Institution
Dept. of Comput. Sci., Northwest Univ., Shaanxi, China
Volume
2
fYear
2005
fDate
29 July-1 Aug. 2005
Firstpage
631
Abstract
This paper studies the application of fuzzy cluster analysis for medical image data mining. Decision tree algorithms are applied to the data mining of the mammography classification and a medical image classifier based on decision tree algorithm is proposed. The experimental results show that the system performs quite well in accuracy and therefore reveals the potential of data mining in medical treatment assistance.
Keywords
data mining; decision trees; fuzzy set theory; image recognition; mammography; medical image processing; patient treatment; pattern classification; pattern clustering; decision tree; fuzzy cluster analysis; mammography classification; medical image data mining; medical treatment assistance; Biomedical imaging; Cancer; Classification tree analysis; Computer science; Data mining; Decision trees; Diseases; Image analysis; Mammography; Medical diagnostic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2005 IEEE International Conference
Print_ISBN
0-7803-9044-X
Type
conf
DOI
10.1109/ICMA.2005.1626623
Filename
1626623
Link To Document