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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
         
        
            Conference_Location : 
Barcelona
         
        
        
            Print_ISBN : 
978-1-4577-1857-1
         
        
        
            DOI : 
10.1109/ISBI.2012.6235598