Comparison of feature selection in radiomics for the prediction of overall survival after radiotherapy for hepatocellular carcinoma.
Pierre FontaineFrancois-Georges RietJoël CastelliKhemara GnepAdrien DepeursingeRenaud de CrevoisierOscar AcostaPublished in: EMBC (2020)
Keyphrases
- feature selection
- prediction accuracy
- prediction algorithm
- prediction model
- text categorization
- machine learning
- feature extraction
- feature space
- selected features
- learning algorithm
- feature selection algorithms
- microarray data
- model selection
- feature set
- dimensionality reduction
- support vector machine
- classification accuracy
- medical images
- mutual information
- high dimensionality
- lung cancer
- parameter optimization
- support vector
- irrelevant features
- kaplan meier