| Breast tumors of any phenotype | HER-2-positive breast tumors | |
---|---|---|---|
Performance metrics | Validation cohort T/FACa n = 51 | Present study cohort Trastuzumab + T/FEC n = 45 | Subset of validation cohort T/FACa n = 30 |
Area under the curve | 0.877 (0.066) | 0.565 (0.089) | 0.81 (0.092) |
Overall accuracy | 0.76 (0.62–0.87) | 0.51 (0.36–0.66) | 0.67 (0.47–0.83) |
Sensitivity | 0.92 (0.64–1.00) | 0.52 (0.33–0.71) | 0.90 (0.56–1.00) |
Specificity | 0.71 (0.54–0.85) | 0.50 (0.25–0.75) | 0.55 (0.32–0.77) |
Positive predictive value | 0.52 (0.31–0.73) | 0.65 (0.43–0.84) | 0.50 (0.26–0.74) |
Negative predictive value | 0.96 (0.82–1.00) | 0.36 (0.17–0.59) | 0.92 (0.62–1.00) |