Multi-Class Disease Classification in Brain MRIs Using a Computer-Aided Diagnostic System.
Muhammad Faisal SiddiquiGhulam MujtabaAhmed Wasif RezaNor Liyana Mohd ShuibPublished in: Symmetry (2017)
Keyphrases
- computer aided
- multi class
- multiclass classification
- multi class classifier
- multi class classification
- multiple classes
- support vector machine
- binary classifiers
- binary and multi class
- multi class boosting
- multiclass problems
- cost sensitive
- early diagnosis
- multi class svm
- feature selection
- multi class svms
- error correcting output codes
- computer aided diagnosis
- multi class classifiers
- binary classification problems
- protein classification
- multi class problems
- single class
- binary classification
- binary classification tasks
- pattern recognition
- classification accuracy
- image analysis
- decision trees
- magnetic resonance images
- probabilistic boosting tree
- pairwise
- feature extraction
- feature vectors
- support vector machine svm
- capsule endoscopy
- object detection
- machine learning
- boosting algorithms
- image processing
- support vector
- svm classifier
- feature set
- image registration
- text classification
- class labels
- feature space
- skin lesion
- base classifiers
- data mining
- cost sensitive learning