Fig. 1.

Demographic and clinical feature selection using the LASSO regression model (A). According to the logarithmic (lambda) sequence, a coefcient profle was generated, and non-zero coefcients were produced by the optimal lambda (B). The optimal parameter (lambda) in the LASSO model was selected via tenfold cross-validation using minimum criteria