TABLE 1.
The likelihood ratio (+LR and −LR) and predictive value (PPV and NPV) of DL models.
Classification | +LR | −LR | PPV | NPV |
Slides × 40 | 1.761 | 0.331 | 0.389 | 0.893 |
Slides × 20 | 2.250 | 0.356 | 0.448 | 0.886 |
Slides × 10 | 2.424 | 0.267 | 0.467 | 0.912 |
Slides × 5 | 0.710 | 1.847 | 0.205 | 0.6 |
Slides × 40 G3 | 3.973 | 0.484 | 0.714 | 0.767 |
Slides × 20 G3 | 12.730 | 0.549 | 0.889 | 0.742 |
Slides × 10 G3 | 2.498 | 0.476 | 0.611 | 0.769 |
Slides × 5 G3 | 1.058 | 0.532 | 0.400 | 0.750 |
Tiles × 40 | 2.055 | 0.399 | 0.567 | 0.797 |
Tiles × 20 | 2.108 | 0.398 | 0.571 | 0.799 |
Tiles × 10 | 2.320 | 0.426 | 0.585 | 0.794 |
Tiles × 5 | 0.868 | 1.291 | 0.339 | 0.567 |
Tiles × 40 G3 | 6.000 | 0.629 | 0.817 | 0.681 |
Tiles × 20 G3 | 8.147 | 0.478 | 0.859 | 0.736 |
Tiles × 10 G3 | 2.259 | 0.447 | 0.624 | 0.752 |
Tiles × 5 G3 | 1.108 | 0.705 | 0.449 | 0.658 |
+LR, positive likelihood ratio; −LR, negative likelihood ratio; PPV, positive predictive value; NPV, negative predictive value; G3, grade 3.