Multi-scale features extraction from baseline structure MRI for MCI patient classification and AD early diagnosis.
Kun HuYijue WangKewei ChenLikun HouXiaoqun ZhangPublished in: Neurocomputing (2016)
Keyphrases
- features extraction
- ad patients
- mild cognitive impairment
- early diagnosis
- mri data
- multiscale
- medical treatment
- high degree of accuracy
- automatic classification
- brain images
- cortical thickness
- clinical trials
- early detection
- medical images
- wavelet transform
- magnetic resonance imaging
- computer aided
- liver disease
- early stage
- computer aided diagnosis
- feature extraction
- magnetic resonance images
- pattern recognition
- character recognition
- machine learning
- mr images
- support vector machine svm
- edge detection
- support vector machine
- image data
- high resolution
- feature vectors
- decision trees