Classification of Ultrasound Medical Images Using Distance Based Feature Selection and Fuzzy-SVM.
Abu Sayeed Md. SohailPrabir BhattacharyaSudhir P. MudurSrinivasan KrishnamurthyPublished in: IbPRIA (2011)
Keyphrases
- medical images
- feature selection
- support vector
- support vector machine
- support vector machine svm
- classification accuracy
- classification performances
- feature space
- medical image analysis
- anatomical structures
- medical image segmentation
- image intensity
- classification algorithm
- deformable models
- medical imaging
- text classification
- medical diagnosis
- feature extraction
- magnetic resonance imaging
- mr images
- classification method
- machine learning
- magnetic resonance
- imaging modalities
- svm classifier
- feature set
- medical data
- biomedical images
- computed tomography
- feature selection algorithms
- computer aided diagnosis
- feature vectors
- text categorization
- magnetic resonance images
- kernel function
- multi modality
- clinical applications
- feature ranking
- selected features
- brain images
- multi class
- knn
- region of interest
- mutual information
- fold cross validation
- soft tissue
- clinical practice
- svm classification
- ultrasound images
- segmentation of medical images
- medical image retrieval
- computer tomography
- image analysis
- x ray images
- pattern recognition
- multimodal medical images
- ensemble classifier
- dimensionality reduction
- feature subset