Alzheimer's disease diagnosis based on anatomically stratified texture analysis of the hippocampus in structural MRI.
Xinyang FengJie YangAndrew F. LaineElsa D. AngeliniPublished in: ISBI (2018)
Keyphrases
- texture analysis
- disease diagnosis
- mri data
- mr images
- magnetic resonance imaging
- texture classification
- early diagnosis
- texture segmentation
- multiresolution
- texture features
- fractal dimension
- brain structures
- texture images
- image analysis
- medical images
- gray level
- local binary pattern
- gabor filters
- magnetic resonance images
- comparative analysis
- texture description
- co occurrence
- rotation invariant
- texture discrimination
- feature extraction
- computer aided diagnosis
- medical imaging
- texture characterization
- early stage
- image texture
- white matter
- high resolution
- medical image analysis
- subject specific
- image features
- gabor filtering
- pattern recognition
- image processing
- data mining