DocumentCode :
3597927
Title :
Improvement to functional Magnetic Resonance Imaging (fMRI) Methods using Non-rigid Body Image Registration Methods for Correction in the Presence of Susceptibility Artifact Effects
Author :
Wu, D.H. ; Quo, Y. ; Lu, C.C. ; Suri, J.
Author_Institution :
Dept. of Radiol. Sci., Oklahoma Univ., Oklahoma City, OK
fYear :
2006
Firstpage :
1018
Lastpage :
1020
Abstract :
Subject head movement, during the experimental and/or clinical procedure is an inevitable part of the functional magnetic resonance imaging (fMRI) brain mapping methods despite the availability of a large variety of head fixation devices employed in these studies. Thus, image registration is an essential processing step in fMRI. This is due to the fact that there is inevitable movement during the course on an fMRI experiment. An additional challenge is the explicit geometrical deformations associated with MRI. It is known that orientational changes are problematic in MRI in the presence of susceptibility differences especially between bone-tissue and air-tissue interfaces. This paper presents two registration strategies for fMRI registration, one using rigid registration based on maximization of mutual information, and the second is non-rigid registration adapted from Thirion´s demons algorithm to demonstrate the importance and impact on fMRI in regions of susceptibility and its dependence on the image registration methodology
Keywords :
biomedical MRI; brain; image registration; magnetic susceptibility; medical image processing; motion compensation; optimisation; Thirion´s demons algorithm; air-tissue interfaces; bone-tissue interface; brain mapping methods; functional magnetic resonance imaging; geometrical deformations; head fixation devices; head movement compensation; maximization; mutual information; nonrigid body image registration methods; orientational changes; susceptibility artifact effects; Biomedical computing; Brain mapping; Cities and towns; Image registration; Intersymbol interference; Magnetic heads; Magnetic resonance imaging; Magnetic susceptibility; Mutual information; USA Councils; Algorithms; Artifacts; Brain; Brain Mapping; Elasticity; Evoked Potentials; Head Movements; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Magnetic Resonance Imaging; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
ISSN :
1557-170X
Print_ISBN :
1-4244-0032-5
Type :
conf
DOI :
10.1109/IEMBS.2006.259943
Filename :
4461927
Link To Document :
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