Dynamic breast MRI: Image registration and its impact on enhancement curve estimation


Autoria(s): Hill, Andrew; Mehnert, Andrew; Crozier, Stuart; Leung, Carlos; Wilson, Stephen; McMahon, Kerry; Kennedy, Dominic
Data(s)

01/01/2006

Resumo

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.

Identificador

http://espace.library.uq.edu.au/view/UQ:104629

Idioma(s)

eng

Publicador

IEEE - Institute of Electrical Electronics Engineers Inc.

Palavras-Chave #Biomedical MRI #Dynamic breast MRI #Artificially distorted breast images #Distortion correction #280203 Image Processing #730108 Cancer and related disorders
Tipo

Conference Paper