DocumentCode
557358
Title
Matching algorithm with relevance feedback for brain MRI
Author
Zhang, Yuting ; Chen, Yue
Author_Institution
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou, China
Volume
1
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
365
Lastpage
370
Abstract
Efficiently and accurately matching the MRI of brain in database is very important for doctors to find the similar cases. However the definition of similarity of cases may vary according to different doctors´ experience. A matching algorithm for brain MRI is presented in this paper, with the semantic label consisting of the number of regions, the size, the location and the shape feature of each region of the MRI of brain. Future more, to adapt doctors´ preferences, the relevance feedback is taking into consideration to update the weight of each feature and to save the doctors´ preferences. The testing results show that the algorithm gives a good performance.
Keywords
biomedical MRI; brain; image matching; medical image processing; relevance feedback; brain MRI; doctors; image features; matching algorithm; relevance feedback; semantic label; Algorithm design and analysis; Magnetic resonance imaging; Medical services; Semantics; Shape; Training; Vectors; brain MRI; image features; image matching; revelance feedback;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9351-7
Type
conf
DOI
10.1109/BMEI.2011.6098259
Filename
6098259
Link To Document