Use of spherical harmonic deconvolution methods to compensate for nonlinear gradient effects on MRI images

Spatial encoding in MR techniques is achieved by sampling the signal as a function of time in the presence of a magnetic field gradient. The gradients are assumed to generate a linear magnetic field gradient, and typical image reconstruction relies upon this approximation. However, high‐speed gradients in the current generation of MRI scanners often sacrifice linearity for improvements in speed. Such nonlinearity results in distorted images. The problem is presented in terms of first principles, and a correction method based on a gradient field spherical harmonic expansion is proposed. In our case, the amount of distortion measured within a typical field of view (FOV) required for head imaging is sufficiently large that without the use of some distortion correction technique, the images would be of limited use for stereotaxy or longitudinal studies, where precise volumetric information is required. Magn Reson Med 52:115–122, 2004. © 2004 Wiley‐Liss, Inc.

[1]  J. Michael Fitzpatrick,et al.  A technique for accurate magnetic resonance imaging in the presence of field inhomogeneities , 1992, IEEE Trans. Medical Imaging.

[2]  M A Moerland,et al.  Analysis and correction of geometric distortions in 1.5 T magnetic resonance images for use in radiotherapy treatment planning. , 1995, Physics in medicine and biology.

[3]  V Sturm,et al.  Correction of spatial distortion in MR imaging: a prerequisite for accurate stereotaxy. , 1987, Journal of computer assisted tomography.

[4]  Richard Pötter,et al.  Aspects of MR Image Distortions in Radiotherapy Treatment Planning , 2001, Strahlentherapie und Onkologie.

[5]  Matthew Brett,et al.  An Evaluation of the Use of Magnetic Field Maps to Undistort Echo-Planar Images , 2003, NeuroImage.

[6]  Stuart Crozier,et al.  Temporal Spherical-Harmonic Expansion and Compensation of Eddy-Current Fields Produced by Gradient Pulses , 1993 .

[7]  M A Moerland,et al.  Analysis of machine-dependent and object-induced geometric distortion in 2DFT MR imaging. , 1992, Magnetic resonance imaging.

[8]  D P Dearnaley,et al.  Radiotherapy planning of the pelvis using distortion corrected MR images: the removal of system distortions. , 2000, Physics in medicine and biology.

[9]  W. J. Lorenz,et al.  Correction of spatial distortion in magnetic resonance angiography for radiosurgical treatment planning of cerebral arteriovenous malformations. , 1992, Magnetic Resonance Imaging.

[10]  K Okajima,et al.  Development of an MR simulator: experimental verification of geometric distortion and clinical application. , 1996, Radiology.

[11]  D. Louis Collins,et al.  Animal: Validation and Applications of Nonlinear Registration-Based Segmentation , 1997, Int. J. Pattern Recognit. Artif. Intell..

[12]  J H Woo,et al.  The correction of MR images distortion with phantom studies. , 1999, Studies in health technology and informatics.

[13]  N. Chen,et al.  Optimized distortion correction technique for echo planar imaging , 2001, Magnetic resonance in medicine.

[14]  B. Dawant,et al.  Effect of geometrical distortion correction in MR on image registration accuracy. , 1996, Journal of computer assisted tomography.

[15]  M. Revenu,et al.  MRI geometric distortion: A simple approach to correcting the effects of non‐linear gradient fields , 1999, Journal of magnetic resonance imaging : JMRI.

[16]  Zbigniew Petrovich,et al.  An image fusion study of the geometric accuracy of magnetic resonance imaging with the Leksell stereotactic localization system1 , 2001, Journal of applied clinical medical physics.

[17]  K Okajima,et al.  Reproducibility of geometric distortion in magnetic resonance imaging based on phantom studies. , 2000, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.