Screening prognostic variables and constructing models
REGRESSION, BLOOD
A univariate Cox regression analysis obtained 19 prognostic variables (Univariate Cox regression analysis obtained prognostic variables.Two machine learning algorithms (least absolute shrinkage and selection operator (Lasso), random survival forest (RSF)) were used to screen prognostic variables. Variable risk coefficients and risk values.BUN, Blood urea nitrogen.