Table 2.
Agreement and accuracy of model versus pathologist grading of no special type (NST) tumors.
| Model targets | Cohen’s Kappa (SD) | Accuracy (SD) |
|---|---|---|
| Tumor grade only | 0.54 (± 0.10) | 0.77 (± 0.05) |
| Tumor grade and component grades | 0.61 (± 0.09) | 0.80 (± 0.05) |
| Tumor grade, component grades and HR and HER2 status | 0.58 (± 0.09) | 0.79 (± 0.05) |
The results for three models trained on different sets of targets are shown on the validation set (n = 142). The standard deviation (SD) was calculated using bootstrapping.
HR hormone receptor.