Voxel-based morphometry and minimum redundancy maximum relevance method for classification of Parkinson's disease and controls from T1-weighted MRI.
Bharti RanaAkanksha JunejaMohit SaxenaSunita GudwaniS. Senthil KumaranR. K. AgrawalMadhuri BehariPublished in: ICVGIP (2016)
Keyphrases
- minimum redundancy
- classification method
- support vector machine svm
- classification accuracy
- training samples
- feature vectors
- preprocessing
- feature set
- image processing
- segmentation method
- synthetic data
- support vector machine
- pattern recognition
- segmentation algorithm
- classification algorithm
- classification process
- model selection
- data sets
- image data
- similarity measure
- medical imaging
- machine learning methods
- magnetic resonance images
- k nearest neighbour