Table 2. Performance metric comparison of models built upon the trivial feature set and a single biomarker (Without EHR), and the EHR baseline feature set and a single biomarker (With EHR).
Without EHR | With EHR | |||
---|---|---|---|---|
Biomarker | AUROC | AUPRC | AUROC | AUPRC |
hDC | 0.78 (0.68, 0.88) | 0.34 (0.23, 0.48) | 0.78 (0.70, 0.86) | 0.38 (0.31, 0.45) |
SDD | 0.81 (0.71, 0.90) | 0.44 (0.24, 0.66) | 0.81 (0.75, 0.89) | 0.49 (0.35, 0.66) |
HighDrusenVol | 0.81 (0.72, 0.91) | 0.49 (0.30, 0.70) | 0.82 (0.77, 0.90) | 0.52 (0.40, 0.68) |
RPD | 0.80 (0.70, 0.89) | 0.43 (0.29, 0.59) | 0.79 (0.72, 0.87) | 0.46 (0.39, 0.58) |
HRF | 0.81 (0.73, 0.90) | 0.48 (0.26, 0.69) | 0.82 (0.78, 0.91) | 0.52 (0.38, 0.68) |