Table 2 Results (ACC, AUC, F1) of our AI model and SlideGraph +
Method | USTC-BC (HER2 0, HER2 1 + , HER2 2 + , HER2 3 +) | TCGA-BRCA (HER2 0, HER2 1 + , HER2 2 + , HER2 3 +) | TCGA-BRCA* (HER2 0, HER2 1 + , HER2 2 + , HER2 3 +) | ||||||
|---|---|---|---|---|---|---|---|---|---|
ACC | AUC | F1 | ACC | AUC | F1 | ACC | AUC | F1 | |
SlideGraph + | 0.493 ± 0.043 | 0.768 ± 0.014 | 0.493 ± 0.043 | 0.376 ± 0.015 | 0.654 ± 0.017 | 0.376 ± 0.015 | 0.301 ± 0.017 | 0.564 ± 0.023 | 0.301 ± 0.017 |
Our AI Model | 0.556 ± 0.050 | 0.795 ± 0.028 | 0.556 ± 0.050 | 0.389 ± 0.020 | 0.688 ± 0.008 | 0.389 ± 0.020 | 0.314 ± 0.020 | 0.579 ± 0.029 | 0.314 ± 0.020 |