DocumentCode :
2204081
Title :
Motion correction algorithms for pediatric spinal cord diffusion tensor imaging
Author :
Middleton, Devon M. ; Mohamed, Feroze B. ; Barakat, Nadia ; Hunter, Louis N. ; Finsterbusch, Jurgen ; Faro, Scott H. ; Shah, Pallav ; Samdani, Amer ; Mulcahey, M.J.
Author_Institution :
Dept. of Radiol., Temple Univ., Philadelphia, PA, USA
fYear :
2012
fDate :
16-18 March 2012
Firstpage :
79
Lastpage :
80
Abstract :
The purpose of this investigation was to determine a reliable motion correction method for pediatric spinal cord diffusion tensor imaging (DTI) and show effects of motion correction on DTI parameters in normal subjects and patients with spinal cord injury (SCI). Images were corrected for motion using two types of transformation and three cost functions. Corrected images and transformations were examined quantitatively and qualitatively. FA and MD indices were calculated pre- and post-motion correction. Blinded evaluation of pre- and post-correction images showed significant improvement in corrected images (p<;0.0001). Statistically significant (p=0.02) decrease in FA (14-21%) was found in post correction images for SCI subjects, while normals showed minimal FA reduction (<;5%) and were not significant. Quantitative and qualitative analysis showed rigid scaled-least-squares registration to be effective and reliable.
Keywords :
biodiffusion; biomedical MRI; bone; image motion analysis; image registration; injuries; least squares approximations; medical image processing; DTI parameters; SCI; blinded evaluation; image correction; motion correction algorithms; pediatric spinal cord diffusion tensor imaging; qualitative analysis; quantitative analysis; rigid scaled-least-squares registration; spinal cord injury; transformation; Cost function; Diffusion tensor imaging; Image quality; Observers; Reliability; Spinal cord;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioengineering Conference (NEBEC), 2012 38th Annual Northeast
Conference_Location :
Philadelphia, PA
ISSN :
2160-7001
Print_ISBN :
978-1-4673-1141-0
Type :
conf
DOI :
10.1109/NEBC.2012.6206971
Filename :
6206971
Link To Document :
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