Evolutionary-driven support vector machines for determining the degree of liver fibrosis in chronic hepatitis C.
Ruxandra StoeanCatalin StoeanMonica LupsorHoria StefanescuRadu BadeaPublished in: Artif. Intell. Medicine (2011)
Keyphrases
- chronic hepatitis
- support vector
- learning machines
- large margin classifiers
- pattern extraction
- genetic algorithm
- data driven
- logistic regression
- loss function
- kernel function
- support vectors
- ct images
- classification accuracy
- feature selection
- evolutionary computation
- multi class
- maximum margin
- learning algorithm
- radial basis function
- post processing
- svm classifier
- real world
- model selection
- data analysis
- data structure
- multiscale
- machine learning