Early classification of Alzheimer's disease using hippocampal texture from structural MRI.
Kun ZhaoYanhui DingPan WangXuejiao DouBo ZhouHongxiang YaoNingyu AnYongxin ZhangXi ZhangYong LiuPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Keyphrases
- feature extraction
- classification accuracy
- pattern recognition
- classification method
- machine learning
- support vector
- feature vectors
- mri data
- magnetic resonance imaging
- decision trees
- feature set
- classification algorithm
- feature selection
- gabor filters
- texture classification
- structural information
- image classification
- support vector machine
- high resolution
- medical images
- texture analysis
- pattern classification
- image analysis
- training set
- texture information
- image processing
- textural features
- disease diagnosis
- texture feature extraction
- ovarian cancer