Region of Interest Based Prostate Tissue Characterization Using Least Square Support Vector Machine LS-SVM.
S. S. MohamedMagdy M. A. SalamaMohamed KamelK. RizkallaPublished in: ICIAR (2) (2004)
Keyphrases
- region of interest
- ls svm
- tissue characterization
- medical images
- imaging modalities
- least squares
- prostate cancer
- cross validation
- medical image analysis
- variable selection
- mr images
- generalization ability
- blood vessels
- post mortem
- support vector machine
- ct images
- improved algorithm
- low contrast
- prediction model
- correlation coefficient
- deformable models
- input variables
- medical imaging
- ct scans
- support vector
- hyperparameters
- computer aided diagnosis
- computed tomography
- image guided
- decision trees
- image analysis
- expert systems