Figures & data
Table 1 Comparisons of Baseline Characteristics Between Training Set and Validation Set
Figure 1 Flow chart of subject inclusion and analysis.
Figure 2 Screening of characteristic variables using Lasso.cv and Boruta. (A and B) Clinical feature selection using the Lasso.cv regression; (C) clinical feature selection using Boruta.
Figure 3 Construction of 4 models in training set.
Figure 4 ROC, PRC, calibration curve, and DCA of RF in validation set. (A) ROC for RF prediction model on test set; (B) PRC for RF prediction model on test set; (C) Calibration curve for RF prediction model on test set; (D) DCA for RF prediction model on test set.
Figure 5 Sort graph of characteristic variables.
Figure 6 Univariate partial dependence profile.
Figure 7 Break down profile of RF.
