Comparison of 1.5 T and 3 T MRI hippocampus texture features in the assessment of Alzheimer's disease.
Stephanos LeandrouDemetris LamnisosPanicos A. KyriacouStephanie ConstantiConstantinos S. PattichisPublished in: Biomed. Signal Process. Control. (2020)
Keyphrases
- texture features
- mri data
- texture classification
- mr images
- texture analysis
- gabor filters
- gabor wavelets
- feature vectors
- gray level
- local binary pattern
- texture feature extraction
- texture images
- medical images
- distance measure
- magnetic resonance imaging
- image features
- texture information
- rotation invariant
- texture descriptors
- mri scans
- shape features
- magnetic resonance images
- color features
- computer aided diagnosis
- feature set
- white matter
- gabor filtering
- textured images
- texture patterns
- multiple sclerosis
- image processing
- bank of gabor filters
- medical imaging
- high resolution
- brain structures
- similarity measure
- feature extraction