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Table 1 Performance of three CNN models for three different patch sizes

From: CNN models discriminating between pulmonary micro-nodules and non-nodules from CT images

  Patch sizes F-score (%) Accuracy (%) Sensitivity (%) AUC (%)
The first CNN model (M1) 64 × 64 75.09 81.22 75.71 79.99
32 × 32 78.54 83.8 81.26 84.66
16 × 16 81.09 85.65 80.01 82.74
The second CNN model (M2) 64 × 64 81.84 86.41 83.12 85.64
32 × 32 83.45 88.28 83.82 87.37
16 × 16 84.3 87.03 82.35 85.65
The third CNN model (M3) 64 × 64 81.92 86.35 82.31 85.36
32 × 32 82.79 86.84 83.67 86.73
16 × 16 83.53 87.504 82.49 86.17
  1. The rows marked in italics illustrate the patch size achieving the highest sensitivity and AUC in the specific model