Analysis and generalized correction of the effect of spatial gradient field distortions in diffusion‐weighted imaging
Open Access
- 20 August 2003
- journal article
- research article
- Published by Wiley in Magnetic Resonance in Medicine
- Vol. 50 (3) , 560-569
- https://doi.org/10.1002/mrm.10545
Abstract
Nonuniformities of magnetic field gradients can cause serious artifacts in diffusion imaging. While it is well known that nonlinearities of the imaging gradients lead to image warping, those imperfections can also cause spatially dependent errors in the direction and magnitude of the diffusion encoding. This study shows that the potential errors in diffusion imaging are considerable. Further, we show that retrospective corrections can be applied to reduce these errors. A general mathematical framework was formulated to characterize the contribution of gradient nonuniformities to diffusion experiments. The gradient field was approximated using spherical harmonic expansion, and this approximation was employed (after geometric distortions were eliminated) to predict and correct the errors in diffusion encoding. Before the corrections were made, the experiments clearly revealed marked deviations of the calculated diffusivity for fields of view (FOVs) generally used in diffusion experiments. These deviations were most significant farther away from the magnet's isocenter. For an FOV of 25 cm, the resultant errors in absolute diffusivity ranged from approximately –10% to +20%. Within the same FOV, the diffusion-encoding direction and the orientation of the calculated eigenvectors can be significantly altered if the perturbations by the gradient nonuniformities are not considered. With the proposed correction scheme, most of the errors introduced by gradient nonuniformities can be removed. Magn Reson Med 50:560–569, 2003.Keywords
This publication has 11 references indexed in Scilit:
- Diffusion imaging in multiple sclerosisNeuroimaging Clinics Of North America, 2002
- Anisotropy in high angular resolution diffusion‐weighted MRIMagnetic Resonance in Medicine, 2001
- Spatial transformations of diffusion tensor magnetic resonance imagesIEEE Transactions on Medical Imaging, 2001
- Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imagingMagnetic Resonance in Medicine, 1999
- Concomitant gradient terms in phase contrast MR: Analysis and correctionMagnetic Resonance in Medicine, 1998
- Microstructural and Physiological Features of Tissues Elucidated by Quantitative-Diffusion-Tensor MRIJournal of Magnetic Resonance, Series B, 1996
- Diffusion MRI: Precision, accuracy and flow effectsNMR in Biomedicine, 1995
- NMR diffusion simulation based on conditional random walkIEEE Transactions on Medical Imaging, 1995
- Magnet field profiling: Analysis and correcting coil designMagnetic Resonance in Medicine, 1984
- Self-diffusion in normal and heavy water in the range 1-45.deg.The Journal of Physical Chemistry, 1973