Figure 2

Using Lasso regression to screen potential variables: (A) LASSO coefficient profiles of 17 variables; (B) Ten-fold cross validation for tuning parameter selection in the LASSO Logistic regression model, the vertical dashed lines represent the optimal values determined by the minimum criteria and 1 − standard error (S.E.) criteria.