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. &
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"
Conference_Titel :
Internet Computing for Science and Engineering (ICICSE), 2009 Fourth International Conference on
Print_ISBN :
978-1-4244-6754-9
DOI :
10.1109/ICICSE.2009.65
