Weighted Cox regression for the prediction of heterogeneous patient subgroups.
Katrin MadjarJörg RahnenführerPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- regression model
- survival analysis
- prediction model
- regression analysis
- linear regression model
- prediction accuracy
- target variable
- prediction error
- model selection
- proportional hazards model
- subgroup discovery
- patient data
- support vector
- clinical data
- medical data
- emergency department
- predictive clustering trees
- kaplan meier
- regression method
- radial basis function network
- regression methods
- weighted graph
- cross validation
- locally weighted
- multiple linear regression