A ROBUST APPROACH FOR CORRECTION OF SUSCEPTIBILITY ARTIFACTS IN EPI
A practical and reliable method for correction of EPI distortions caused by susceptibility-induced field inhomogeneity is proposed. Our method integrates two existing algorithms, PLACE and SPHERE. We further improve the correction by embedding an upsampling scheme into the algorithms. The upsampling...
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| creator | Techavipoo, U. Song Lai Dimitrov, S. Lackey, J. Jianrong Shi Xin Guan |
| description | A practical and reliable method for correction of EPI distortions caused by susceptibility-induced field inhomogeneity is proposed. Our method integrates two existing algorithms, PLACE and SPHERE. We further improve the correction by embedding an upsampling scheme into the algorithms. The upsampling ratio is optimized using simulations. The number of field maps to be averaged in order to reduce noise is also investigated. The proposed method was applied to images from a phantom and from diffusion tensor imaging of the brain from four normal subjects. The normalized mutual information (NMI) between reference anatomical T1-weighted images and T2-weighted images before and after correction was calculated and compared. The improved NMI was averaged slicewise across the four subjects to demonstrate the algorithm robustness. Color-coded fractional anisotropy maps and white matter fiber tracking results were also compared visually |
| doi_str_mv | 10.1109/ISBI.2007.356804 |
| format | Conference Proceeding |
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Our method integrates two existing algorithms, PLACE and SPHERE. We further improve the correction by embedding an upsampling scheme into the algorithms. The upsampling ratio is optimized using simulations. The number of field maps to be averaged in order to reduce noise is also investigated. The proposed method was applied to images from a phantom and from diffusion tensor imaging of the brain from four normal subjects. The normalized mutual information (NMI) between reference anatomical T1-weighted images and T2-weighted images before and after correction was calculated and compared. The improved NMI was averaged slicewise across the four subjects to demonstrate the algorithm robustness. Color-coded fractional anisotropy maps and white matter fiber tracking results were also compared visually</abstract><doi>10.1109/ISBI.2007.356804</doi><tpages>4</tpages></addata></record> |
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| ispartof | 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007, p.125-128 |
| issn | 1945-7928 1945-8452 |
| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Diffusion tensor imaging Image generation Imaging phantoms Magnetic fields Magnetic resonance imaging Magnetic susceptibility Mutual information Phase distortion Radiology Robustness |
| title | A ROBUST APPROACH FOR CORRECTION OF SUSCEPTIBILITY ARTIFACTS IN EPI |
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