DocumentCode :
2569058
Title :
Evaluation of distortion correction of diffusion-weighted MR images of human cervix
Author :
Jafar, Milimonfared ; Giles, Stephen ; Morgan, V. ; Schmidt, Martin ; Leach, M.O. ; de Souza, N.M.
Author_Institution :
CRUK & EPSRC Cancer Imaging Centre, R. Marsden NHS Found. Trust, Sutton, UK
fYear :
2012
fDate :
2-5 May 2012
Firstpage :
514
Lastpage :
517
Abstract :
Diffusion-weighted images are increasingly being employed in conjunction with T2-weighted images for accurate diagnosis of cervical cancer. However, these images suffer from eddy-current related and magnetic field inhomogeneity induced distortions. This paper presents an investigation into the reverse gradient technique to correct distortions in diffusion-weighted echo-planar images of human cervix. We hypothesize that the correction aligns the diffusion-weighted images with the T2-weighted images. To allow for any misalignments and to evaluate the correction, a normalized cross-correlation driven template matching strategy was employed to assess the correlation between the corrected image and the T2-weighted image. For b = 0 smm-2 images, mean correlation values of 0.72±0.14 for regions-of-interest drawn around the cervix for 10 patients were achieved. We also found that our hypothesis was most valid in regions encompassing the cervix with a misalignment of 4.4±3.4mm. Results are presented for images acquired at a field-of-view of 100mm using an endovaginal coil developed in-house for cervix imaging at 3T which is the first of its kind in the world.
Keywords :
biodiffusion; biomedical MRI; cancer; image sequences; medical image processing; T2-weighted imaging; cervical cancer; cervix imaging; diffusion-weighted MR imaging; diffusion-weighted echo-planar imaging; distortion correction evaluation; eddy-current related distortions; human cervix; magnetic field inhomogeneity induced distortions; mean correlation values; normalized cross-correlation driven template matching strategy; reverse gradient technique; Cervical cancer; Correlation; Equations; Humans; Magnetic resonance imaging; EPI Distortion Correction; Reverse Gradient;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location :
Barcelona
ISSN :
1945-7928
Print_ISBN :
978-1-4577-1857-1
Type :
conf
DOI :
10.1109/ISBI.2012.6235598
Filename :
6235598
Link To Document :
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