Morphological Classification of Medical Images using Nonlinear Support Vector Machines.
Christos DavatzikosDinggang ShenZhiqiang LaoZhong XueBilge KaraçaliPublished in: ISBI (2004)
Keyphrases
- medical images
- support vector
- classification accuracy
- anatomical structures
- image intensity
- learning machines
- large margin classifiers
- medical image analysis
- deformable models
- ct images
- imaging modalities
- support vector machine
- medical image segmentation
- medical imaging
- computed tomography
- computer aided diagnosis
- mr images
- segmentation of medical images
- biomedical images
- soft tissue
- pattern recognition
- magnetic resonance imaging
- brain images
- feature selection
- medical data
- generalization ability
- magnetic resonance
- svm classifier
- magnetic resonance images
- medical diagnosis
- region of interest
- image processing
- support vector machine svm
- clinical practice
- morphological image analysis
- kernel function
- x ray images
- logistic regression
- svm classification
- multi modality
- multiscale
- computer vision
- text classification
- image data
- mri images
- feature space
- medical image retrieval
- machine learning