An automatic non-invasive method for Parkinson's disease classification.
Deepak JoshiAayushi KhajuriaPradeep JoshiPublished in: Comput. Methods Programs Biomed. (2017)
Keyphrases
- classification method
- support vector machine svm
- classification accuracy
- preprocessing
- decision rules
- segmentation method
- detection method
- pattern recognition
- high accuracy
- fully automatic
- dynamic programming
- support vector machine
- image classification
- objective function
- pattern classification
- benchmark data sets
- classification rate
- machine learning methods
- classification process
- machine learning
- training samples
- support vector
- accuracy rate
- unsupervised learning
- features extraction
- high precision
- classification procedure
- classification algorithm
- semi automatic
- medical images
- supervised learning
- multi class
- cost function
- significant improvement
- pairwise
- training data
- feature extraction
- clustering algorithm