Survival Prediction and Feature Selection in Patients with Breast Cancer Using Support Vector Regression.
Shahrbanoo GoliHossein MahjubJavad FaradmalHoda MashayekhiAli-Reza SoltanianPublished in: Comput. Math. Methods Medicine (2016)
Keyphrases
- breast cancer
- survival prediction
- feature selection
- gene selection
- lung cancer
- gene expression
- microarray data
- early detection
- diagnosis of breast cancer
- computer aided diagnosis
- breast cancer diagnosis
- survival analysis
- breast cancer patients
- cancer classification
- logistic regression
- text categorization
- gene expression data
- naive bayes
- feature set
- feature extraction
- feature space
- mammogram images
- cancer treatment
- cancer patients
- bladder cancer
- cancer diagnosis
- text classification
- computer aided detection
- support vector
- microarray
- outcome prediction
- breast tissue
- high dimensionality
- prognostic factors
- classification accuracy
- data sets
- statistical analysis
- dimensionality reduction