Conference Proceeding

Comparison evaluation of three brain MRI segmentation methods in software tools

12/2010; DOI:10.1109/ICBME.2010.5704955 pp.1 - 4 In proceeding of: Biomedical Engineering (ICBME), 2010 17th Iranian Conference of
Source: IEEE Xplore

ABSTRACT Accuracy of automated segmentation methods is of great importance in brain image analysis. In this paper, a comparison evaluation of three common software packages in brain image segmentation is presented. Performance analysis of segmentation methods integrated with the latest versions of SPM, FSL and BrainSuite is considered. In this comparison study, quantitative and qualitative assessment of segmentation algorithms is performed for both simulated and real data. Results obtained in this paper can be utilized to assist the users for selecting the appropriate software for the application of brain tissue segmentation.

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Keywords

appropriate software
 
brain image segmentation
 
brain tissue segmentation
 
BrainSuite
 
common software packages
 
comparison study
 
great importance
 
latest versions
 
Performance analysis
 
qualitative assessment
 
real data
 
segmentation algorithms
 
segmentation methods
 
SPM
 
users
 

K. Kasiri