Delineation and diagnosis of brain tumors from post contrast T1-weighted MR images using rough granular computing and random forest.
Subhranil KoleyAnup K. SadhuPabitra MitraBasabi ChakrabortyChandan ChakrabortyPublished in: Appl. Soft Comput. (2016)
Keyphrases
- random forest
- granular computing
- mr images
- brain tumors
- rough sets
- magnetic resonance
- magnetic resonance images
- medical images
- rough set theory
- contrast enhanced
- mri data
- decision trees
- brain mr images
- feature set
- fuzzy sets
- brain tissue
- information processing
- image data
- soft computing
- data mining
- tumor growth
- prostate cancer
- mr imaging
- multi label
- ensemble methods
- cancer classification
- base classifiers
- medical imaging
- image processing
- genetic algorithm
- region growing
- knowledge discovery
- data analysis
- decision making