DocumentCode :
741078
Title :
3-D Residual Eddy Current Field Characterisation: Applied to Diffusion Weighted Magnetic Resonance Imaging
Author :
O´Brien, Kevin ; Daducci, Alessandro ; Kickler, Nils ; Lazeyras, Francois ; Gruetter, Rolf ; Feiweier, Thorsten ; Krueger, Gunnar
Author_Institution :
Signal Process. Lab. (LTS5), Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Volume :
32
Issue :
8
fYear :
2013
Firstpage :
1515
Lastpage :
1525
Abstract :
Clinical use of the Stejskal-Tanner diffusion weighted images is hampered by the geometric distortions that result from the large residual 3-D eddy current field induced. In this work, we aimed to predict, using linear response theory, the residual 3-D eddy current field required for geometric distortion correction based on phantom eddy current field measurements. The predicted 3-D eddy current field induced by the diffusion-weighting gradients was able to reduce the root mean square error of the residual eddy current field to ~1 Hz. The model´s performance was tested on diffusion weighted images of four normal volunteers, following distortion correction, the quality of the Stejskal-Tanner diffusion-weighted images was found to have comparable quality to image registration based corrections (FSL) at low b-values. Unlike registration techniques the correction was not hindered by low SNR at high b-values, and results in improved image quality relative to FSL. Characterization of the 3-D eddy current field with linear response theory enables the prediction of the 3-D eddy current field required to correct eddy current induced geometric distortions for a wide range of clinical and high b-value protocols.
Keywords :
biodiffusion; biomedical MRI; brain; eddy currents; image registration; mean square error methods; medical image processing; phantoms; 3D residual eddy current field characterisation; Stejskal-Tanner diffusion weighted images; b-value protocols; diffusion weighted magnetic resonance imaging; diffusion-weighting gradients; geometric distortion correction; image quality; image registration based corrections; linear response theory; phantom eddy current field measurement; root mean square error; Current measurement; Delays; Eddy currents; Harmonic analysis; Magnetic resonance imaging; Protocols; Brain; diffusion; eddy currents; magnetic resonance imaging (MRI); tractography; Brain; Diffusion Tensor Imaging; Electromagnetic Fields; Humans; Imaging, Three-Dimensional; Phantoms, Imaging; Reproducibility of Results; Signal-To-Noise Ratio;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2013.2259249
Filename :
6514081
Link To Document :
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