Approximate fuzzy C-means (AFCM) cluster analysis of medical Magnetic Resonance Image (MRI) data.
Paul J. ChangRobert L. DeLaPazRalph BernsteinJetendra V. DavePublished in: Int. J. Approx. Reason. (1988)
Keyphrases
- magnetic resonance images
- fuzzy c means
- mri data
- cluster analysis
- medical imaging
- magnetic resonance imaging
- mr images
- fuzzy clustering
- clustering method
- white matter
- medical images
- clustering algorithm
- cluster validity
- categorical data
- k means
- mri images
- fuzzy c means clustering
- brain tissue
- data clustering
- unsupervised learning
- data mining techniques
- data analysis
- image segmentation
- data mining
- x ray
- neural gas
- cluster validity index
- image registration
- image data
- high resolution
- databases
- real world
- machine learning
- brain tumors
- data sets
- fully automatic
- neural network
- computer vision
- cluster centers
- decision trees
- similarity measure
- reinforcement learning
- image analysis
- magnetic resonance