MRI signal and texture features for the prediction of MCI to Alzheimer's disease progression.
Antonio Martínez-TorteyaJuan Rodríguez-RojasJosé M. Celaya-PadillaJorge I. Galván-TejadaVictor TreviñoJosé G. Tamez-PeñaPublished in: Medical Imaging: Computer-Aided Diagnosis (2014)
Keyphrases
- texture features
- disease progression
- texture classification
- magnetic resonance images
- texture analysis
- image features
- feature vectors
- gabor filters
- gray level
- feature extraction
- texture feature extraction
- distance measure
- magnetic resonance imaging
- cross sectional
- medical images
- prostate cancer
- clinical trials
- feature set
- mr images
- mri data
- matching algorithm
- mixture of gaussian distributions
- medical imaging
- breast cancer
- computer aided diagnosis
- three dimensional