Brain tumour classification using two-tier classifier with adaptive segmentation technique.
V. AnithaS. MurugavalliPublished in: IET Comput. Vis. (2016)
Keyphrases
- pixel classification
- classification method
- feature extraction and classification
- classification scheme
- classification algorithm
- classification process
- robust classification
- class labels
- decision trees
- higher classification accuracy
- support vector
- classification rate
- learning vector quantization
- feature space
- feature selection
- classification models
- svm classifier
- medical images
- probabilistic classifiers
- image segmentation
- classification accuracy
- support vector machine
- bayesian classifier
- training set
- training samples
- decision boundary
- feature set
- k nearest neighbour
- support vector machine svm
- segmentation algorithm
- image classification
- pattern classification
- roc curve
- discriminative classifiers
- eeg data
- brain structures
- feature vectors
- multiple classifiers
- nearest neighbor classifier
- multiclass classification
- ensemble classifier
- classifier combination
- classifier ensemble
- text classification
- extracted features
- machine learning
- individual classifiers
- fold cross validation
- level set
- feature subset
- training data
- feature extraction
- eeg signals