Radiomics Texture Analysis of Bone Marrow Alterations in MRI Knee Examinations.
Spiros KostopoulosNada BociDionisis A. CavourasAntonios TsagkalisMaria PapaioannouAlexandra TsikrikaDimitris GlotsosPantelis AsvestasEleftherios LavdasPublished in: J. Imaging (2023)
Keyphrases
- texture analysis
- bone marrow
- magnetic resonance imaging
- stem cell
- multiresolution
- texture segmentation
- magnetic resonance images
- texture classification
- fractal dimension
- computer assisted
- texture images
- medical images
- gray level
- image analysis
- texture features
- local binary pattern
- image analysis and computer vision
- texture discrimination
- mr images
- gabor filters
- texture description
- clinical practice
- co occurrence
- feature extraction
- medical imaging
- texture characterization
- high resolution
- fractal analysis
- rotation invariant
- gabor filtering
- texture descriptors
- texture patterns
- brodatz textures
- mutual information
- feature vectors
- multiscale