Using LASSO Regression to Predict Rheumatoid Arthritis Treatment Efficacy.
David J. OdgersNatalie TelisHeather HallMichel DumontierPublished in: CRI (2016)
Keyphrases
- rheumatoid arthritis
- linear regression
- ridge regression
- model selection
- mr images
- regression model
- regression coefficients
- feature selection
- group lasso
- regression methods
- generalized linear models
- support vector
- regression algorithm
- medical treatment
- polynomial regression
- locally weighted
- regularized regression
- regression method
- simple linear
- regression analysis
- variable selection
- support vector regression
- support vector machine
- neural network
- regression problems
- elastic net
- medical images
- aggregating algorithm
- least squares
- information systems