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Comparison of EPI Distortion Correction Methods in Diffusion Tensor MRI Using a Novel Framework

By M. Wu, L. -c. Chang, L. Walker, H. Lemaitre, A. S. Barnett, S. Marenco and C. Pierpaoli

Abstract

Abstract. Diffusion weighted images (DWIs) are commonly acquired with Echo-planar imaging (EPI). B0 inhomogeneities affect EPI by producing spatially nonlinear image distortions. Several strategies have been proposed to correct EPI distortions including B 0 field mapping (B 0M) and image registration. In this study, an experimental framework is proposed to evaluation the performance of different EPI distortion correction methods in improving DTderived quantities. A deformable registration based method with mutual information metric and cubic B-spline modeled constrained deformation field (BSP) is proposed as an alternative when B 0 mapping data are not available. BSP method is qualitatively and quantitatively compared to B 0M method using the framework. Both methods can successful reduce EPI distortions and significantly improve the quality of DT-derived quantities. Overall, B 0M was clearly superior in infratentorial regions including brainstem and cerebellum, as well as in the ventral areas of the temporal lobes while BSP was better in all rostral brain regions. Keywords: DTI, EPI distortion correction, B 0 field mapping, B-spline image registration.

Year: 2010
OAI identifier: oai:CiteSeerX.psu:10.1.1.162.2510
Provided by: CiteSeerX
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