Table 2 Component model performance.
From: Deep learning models for histologic grading of breast cancer and association with disease prognosis
| Â | Nottingham Components | Metric | Result [95% CI] |
|---|---|---|---|
Patch-level | Mitotic Count | F1-Score | 0.60 [0.58, 0.62] |
Nuclear Pleomorphism | Quadratic-weighted Kappa | 0.45 [0.41, 0.50] | |
Tubule Formation | Quadratic-weighted Kappa | 0.70 [0.63, 0.75] | |
Slide-level | Mitotic Count | Quadratic-weighted Kappa | 0.81 [0.78, 0.84] |
Nuclear Pleomorphism | Quadratic-weighted Kappa | 0.48 [0.43, 0.53] | |
Tubule Formation | Quadratic-weighted Kappa | 0.75 [0.67, 0.81] |
