Characterization of digital medical images utilizing support vector machines.
Ilias MaglogiannisElias P. ZafiropoulosPublished in: BMC Medical Informatics Decis. Mak. (2004)
Keyphrases
- medical images
- support vector
- large margin classifiers
- learning machines
- medical image analysis
- medical imaging
- deformable models
- image intensity
- computer aided diagnosis
- medical data
- mr images
- magnetic resonance images
- anatomical structures
- magnetic resonance
- magnetic resonance imaging
- medical image segmentation
- ct images
- medical diagnosis
- imaging modalities
- biomedical images
- clinical applications
- soft tissue
- brain images
- logistic regression
- computed tomography
- x ray images
- kernel function
- feature selection
- clinical practice
- region of interest
- computer tomography
- medical databases
- multi modality
- medical image retrieval
- pattern recognition
- image reconstruction
- image classification
- multimodal medical images