Classification of Active Multiple Sclerosis Lesions in MRI Without the Aid of Gadolinium-Based Contrast Using Textural and Enhanced Features from FLAIR Images.
Paulo G. L. FreireMarcos Hideki IdagawaEnedina Maria Lobato de OliveiraNitamar AbdalaHenrique CarreteRicardo José FerrariPublished in: ICCSA (2) (2020)
Keyphrases
- textural features
- image features
- feature set
- feature vectors
- feature extraction
- textural information
- feature space
- gabor filters
- image data
- mri images
- keypoints
- image analysis
- three dimensional
- skin lesion
- input image
- mr images
- contrast enhancement
- multiple sclerosis lesions
- segmentation method
- medical images
- fully automatic
- magnetic resonance imaging
- segmentation algorithm
- multiscale
- magnetic resonance images
- computer vision
- white matter
- gray level
- positron emission tomography
- image processing