A Modified Fuzzy C-Means Algorithm for Segmentation of Magnetic Resonance Images.
Lei JiangWenhui YangPublished in: DICTA (2003)
Keyphrases
- magnetic resonance images
- fuzzy c means algorithm
- brain mri
- medical images
- brain scans
- partial volume
- brain tumors
- multiple sclerosis lesions
- medical imaging
- tissue segmentation
- brain structures
- bias field
- mr images
- fuzzy clustering
- brain tissue
- fuzzy c means
- magnetic resonance imaging
- mri data
- intensity distribution
- gray matter
- white matter
- brain tumor segmentation
- high resolution
- brain atlas
- image segmentation
- brain mr images
- diffusion weighted
- segmentation method
- diffusion tensor
- partial volume effects
- dissimilarity measure
- corpus callosum
- three dimensional
- mr brain images
- segmentation algorithm
- fully automatic
- machine learning
- magnetic resonance
- image analysis
- shape prior
- feature extraction
- human brain