DocumentCode
471787
Title
Dynamic breast MRI: Image registration and its impact on enhancement curve estimation
Author
Hill, Andrew ; Mehnert, Andrew ; Crozier, Stuart ; Leung, Carlos ; Wilson, Stephen ; McMahon, Kerry ; Kennedy, Dominic
Author_Institution
Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Brisbane, Qld.
fYear
2006
fDate
Aug. 30 2006-Sept. 3 2006
Firstpage
3049
Lastpage
3052
Abstract
A novel algorithm for performing registration of dynamic contrast-enhanced (DCE) MRI data of the breast is presented. It is based on an algorithm known as iterated dynamic programming originally devised to solve the stereo matching problem. Using artificially distorted DCE-MRI breast images it is shown that the proposed algorithm is able to correct for movement and distortions over a larger range than is likely to occur during routine clinical examination. In addition, using a clinical DCE-MRI data set with an expertly labeled suspicious region, it is shown that the proposed algorithm significantly reduces the variability of the enhancement curves at the pixel level yielding more pronounced uptake and washout phases
Keywords
biomedical MRI; dynamic programming; image enhancement; image registration; iterative methods; mammography; medical image processing; artificially distorted breast images; distortion correction; dynamic breast MRI; enhancement curve estimation; image registration; iterated dynamic programming; movement correction; stereo matching problem; Australia; Breast; Cancer; Dynamic programming; Image registration; Lesions; Magnetic resonance imaging; Mammography; Nonlinear distortion; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location
New York, NY
ISSN
1557-170X
Print_ISBN
1-4244-0032-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2006.259958
Filename
4462440
Link To Document