Fig. 4

Mortality classifications are based on the cytokine levels estimated by the regression models. The training process of the cytokine level regression models was conducted on the dataset A1-Training. First, the AE network filtered the complete blood counts and then enriched them with PCA. Next, different PCs were loaded to train the regression model to each cytokine level. Finally, the mortality prediction was conducted on the dataset A1-Testing.