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.
fDate :
Aug. 30 2006-Sept. 3 2006
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259958