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. 2021 Jul 20;12:661109. doi: 10.3389/fgene.2021.661109

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.