Fig. 2

The analysis workflow. First, a severity classifier using healthy and severe COVID-19 patients was built. Then, the model was used to compute the SHAP values of additional input data (i.e., non-training data). The computed SHAP values were then subject to clustering to identify PPGs associated with disease progression.