A Modified Fuzzy C-Means Algorithm for MRI Bias Field Estimation and Adaptive Segmentation.
Mohamed N. AhmedSameh M. YamanyNevin A. MohamedAly A. FaragPublished in: MICCAI (1999)
Keyphrases
- bias field
- fuzzy c means algorithm
- magnetic resonance images
- mr images
- image intensity
- mr brain images
- brain tissue
- fuzzy clustering
- fuzzy c means
- intensity inhomogeneity
- medical images
- magnetic resonance
- imaging process
- dissimilarity measure
- magnetic resonance imaging
- adipose tissue
- white matter
- piecewise smooth
- mri images
- brain tumors
- mri data
- segmentation algorithm
- accurate segmentation
- clustering algorithm
- medical imaging
- segmentation method
- maximum a posteriori probability
- high resolution