DocumentCode
3636691
Title
Domain Knowledge-Driven Association Pattern Mining Algorithm on Medical Images
Author
Xiaolei Tan;Haiwei Pan;Qilong Han;Jun Ni
Author_Institution
Coll. of Comput. Sci. &
fYear
2009
Firstpage
30
Lastpage
35
Abstract
The content of data of medical images are quite rich and include a large amount of hidden knowledge and patterns which is difficult for users to discover. In order to solve this problem, this paper firstly clusters the region of interest (ROI) extracted from the medical images and marks these images using these clustered ROI. Then we present Diff_FP-growth algorithm with the guidance of medical domain knowledge on these preprocessed medical image dataset to find those association patterns. Finally, we analysis the algorithm by our experiments and obtain a significant conclusion.
Keywords
"Biomedical imaging","Data mining","Association rules","Iterative algorithms","Space technology","Relational databases","Image databases","Biomedical engineering","Data engineering","Knowledge engineering"
Publisher
ieee
Conference_Titel
Internet Computing for Science and Engineering (ICICSE), 2009 Fourth International Conference on
Print_ISBN
978-1-4244-6754-9
Type
conf
DOI
10.1109/ICICSE.2009.65
Filename
5521636
Link To Document