CNN Model | Input patch | Accuracy[%] | Sensitivity[%] | Specificity[%] | PPV[%] | NPV[%] |
---|---|---|---|---|---|---|
EfficientNet-b7 Single Model | 7×7 peritumoral texture augmented patch | 67.24 | 94.87 | 10.52 | 68.51 | 50.0 |
9×9 peritumoral texture augmented patch | 65.51 | 82.05 | 71.11 | 46.15 | ||
11×11 peritumoral texture augmented patch | 64.91 | 86.84 | 21.05 | 68.75 | 44.44 | |
16×16 peritumoral texture augmented patch | 16.66 |