Classifying Alzheimer's disease, Lewy body dementia, and normal controls using 3D texture analysis in magnetic resonance images.
Ketil OppedalKjersti EnganTrygve EftestølMona K. BeyerDag AarslandPublished in: Biomed. Signal Process. Control. (2017)
Keyphrases
- texture analysis
- magnetic resonance images
- normal controls
- early diagnosis
- mild cognitive impairment
- computer aided diagnosis
- medical images
- mr imaging
- brain images
- white matter
- medical imaging
- image analysis
- mr images
- high degree of accuracy
- computer aided
- magnetic resonance imaging
- multiresolution
- mri data
- magnetic resonance
- texture features
- co occurrence
- brain connectivity
- feature extraction
- gray level
- prostate cancer
- clinical trials
- healthy subjects
- gabor filters
- brain tissue
- diffusion tensor
- anatomical structures
- high resolution
- deformable registration
- ct images
- brain regions
- pattern recognition
- brain tumors
- ct scans
- image data
- three dimensional
- computer vision
- cardiovascular disease
- shape model
- image processing
- motion tracking
- image registration
- body parts
- breast cancer