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. 2022 Jan 19;125:108538. doi: 10.1016/j.patcog.2022.108538

Table 4.

Observations of the Ablation studies. The results are grouped dataset-wise. The proposed models were trained and tested under each dataset.

S No Dataset Method DSC IoU Precision Sensitivity Specificity AUC
1 Jun Ma dataset [30] CCAF upsampler CNN 80.43 69.87 78.85 82.46 99.75 77.00
CPA decoder CNN 82.63 72.20 80.26 96.06 99.76 81.69
Proposed CNN 88.01 75.03 85.57 90.05 99.77 85.03
2 MosMedData [31] CCAF upsampler CNN 75.19 65.30 73.11 77.32 99.70 77.34
CPA decoder CNN 83.49 72.78 84.66 82.19 99.75 83.26
Proposed CNN 83.71 71.51 82.43 84.58 99.75 82.21
3 Combined dataset CCAF upsampler CNN 77.67 62.65 76.32 79.21 99.72 75.60
CPA decoder CNN 80.12 68.70 80.96 79.39 99.79 78.69
Proposed CNN 85.43 73.44 81.23 89.88 99.77 84.61