DocumentCode
724967
Title
White matter integrity in traumatic brain injury: Effects of permissible fiber turning angle
Author
Dennis, Emily L. ; Yan Jin ; Kernan, Claudia ; Babikian, Talin ; Mink, Richard ; Babbitt, Christopher ; Johnson, Jeffrey ; Giza, Christopher C. ; Asarnow, Robert F. ; Thompson, Paul M.
Author_Institution
Keck Sch. of Med., Imaging Genetics Center, USC, Los Angeles, CA, USA
fYear
2015
fDate
16-19 April 2015
Firstpage
930
Lastpage
933
Abstract
Traumatic brain injury (TBI) is the leading cause of death and disability in children. Diffusion weighted imaging (DWI) methods have been shown to be especially sensitive to white matter abnormalities in TBI. We used our newly developed autoMATE algorithm (automated multi-atlas tract extraction) to map altered WM integrity in TBI. Even so, tractography methods include a free parameter that limits the maximum permissible turning angles for extracted fibers, with little investigation of how this may affect statistical group comparisons. Here, we examined WM integrity calculated over a range of fiber turning angles to determine to what extent this parameter affects our ability to detect group differences. Fiber turning angle threshold has a subtle, but sometimes significant, effect on the differences we were able to detect between TBI and healthy children.
Keywords
biodiffusion; biomedical MRI; brain; feature extraction; injuries; medical image processing; neurophysiology; paediatrics; altered WM integrity; autoMATE algorithm; automated multiatlas tract extraction; diffusion weighted imaging; extracted fibers; permissible fiber turning angle effects; tractography methods; traumatic brain injury; white matter abnormalities; white matter integrity; Brain injuries; Image reconstruction; Imaging; Pediatrics; Turning; High angular resolution diffusion imaging (HARDI); fiber turning angle; tractography; traumatic brain injury;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
Conference_Location
New York, NY
Type
conf
DOI
10.1109/ISBI.2015.7164023
Filename
7164023
Link To Document