From: Machine learning-based prediction of COVID-19 mortality using immunological and metabolic biomarkers
Model
AUC
RF model(This study)
0.98(95% CI:0.89 - 0.98)
CURB-65 [19]
0.81 (95% CI: 0.68 - 0.94)
ISARIC-4C [20]
0.79 (95% CI:0.78 - 0.79)
NEWS2 [26]
0.86(95% CI:0.84 - 0.88)
qCSI [12]
0.81 (95% CI:0.73 - 0.89)