Optimal classification for the diagnosis of duchenne muscular dystrophy images using support vector machines.
Minghuan ZhangJun-Shan MaYing ShenYing ChenPublished in: Int. J. Comput. Assist. Radiol. Surg. (2016)
Keyphrases
- image classification
- skin lesion
- high resolution computed tomography
- image data
- three dimensional
- pigmented skin lesions
- input image
- image database
- image analysis
- ground truth
- feature extraction
- feature space
- computer aided diagnosis systems
- spect images
- classification accuracy
- preprocessing stage
- image collections
- image set
- feature points
- region of interest
- support vector machine svm
- text classification
- medical images
- image registration
- feature vectors
- class labels
- segmentation method
- segmentation algorithm
- decision trees
- extracted features
- handwritten digits
- breast cancer diagnosis
- optimal solution
- similarity measure
- binary decision tree