Rough Sets and Near Sets in Medical Imaging: A Review.
Aboul Ella HassanienAjith AbrahamJames F. PetersGerald SchaeferChristopher J. HenryPublished in: IEEE Trans. Inf. Technol. Biomed. (2009)
Keyphrases
- medical imaging
- rough sets
- rough set theory
- medical images
- x ray
- image registration
- medical image processing
- image processing and analysis
- image segmentation
- decision rules
- fuzzy sets
- granular computing
- approximation spaces
- image analysis
- medical image analysis
- imaging modalities
- rough sets theory
- anatomical structures
- magnetic resonance imaging
- attribute reduction
- clinical practice
- tool for data mining
- data mining
- upper approximation
- inductive machine learning
- biomedical engineering
- image processing
- information entropy
- pattern recognition
- remote sensing
- rough approximations
- image guided surgery
- data analysis
- computer vision
- volumetric data
- soft computing
- fuzzy logic
- neural network
- set theoretic
- genetic algorithm
- fuzzy rough sets
- rough set model
- upper and lower approximations
- medical diagnosis
- continuous valued attributes
- three dimensional
- convex sets
- concept lattice