DocumentCode :
2473104
Title :
Analysis of multiple sclerosis DTI images that uses tract based spatial statistics
Author :
Oliveira, Joao ; Castelo-Branco, Miguel ; Morais, Ricardo ; Baptista, Sonia ; Pereira, Joao
Author_Institution :
IBILI - Fac. of Med., Univ. of Coimbra, Coimbra, Portugal
fYear :
2015
fDate :
26-28 Feb. 2015
Firstpage :
1
Lastpage :
3
Abstract :
Multiple Sclerosis is a demyelinating disease affecting the communication in the central nervous system. Magnetic resonance diffusion imaging provides information about water diffusion in white matter and allows an early detection of abnormalities, comparing to conventional magnetic resonance techniques. The aim of this study is to find out which the brain regions that are damaged during disease progression. Tract-Based Spatial Statistics is a voxelwise multi-subject statistical analysis which performs non-linear registration of each subject´s image and projects them onto an alignment-invariant tract representation where the statistical tests are accomplished. This approach improves the sensitivity, objectivity and interpretability of results. The study compares brain images of 64 healthy controls and 59 patients with different stages of Multiple Sclerosis. Some preliminary statistical tests were performed and although the results are still under study, it shows that corticospinal tracts as the most region affected by the disease.
Keywords :
biodiffusion; biomedical MRI; brain; diseases; image registration; image representation; medical image processing; neurophysiology; statistical analysis; alignment-invariant tract representation; brain images; brain regions; central nervous system; conventional magnetic resonance techniques; corticospinal tracts; demyelinating disease; disease progression; magnetic resonance diffusion imaging; multiple sclerosis DTI images; nonlinear registration; tract based spatial statistics; voxelwise multisubject statistical analysis; water diffusion; white matter; Biomedical imaging; Diffusion tensor imaging; Multiple sclerosis; Tensile stress; Diffusion Tensor; Multiple Sclerosis; Tract-Based Spatial Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioengineering (ENBENG), 2015 IEEE 4th Portuguese Meeting on
Conference_Location :
Porto
Type :
conf
DOI :
10.1109/ENBENG.2015.7088839
Filename :
7088839
Link To Document :
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