Table 1: Performance comparison of peritumoral texture augmented patches.

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 31.57 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 71.42 97.36 16.66 71.15 75.0