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. 2024 Oct 3;11(10):998. doi: 10.3390/bioengineering11100998

Table 12.

Multi-organ lesion detection (MOLD) results of DA-SHT Dense 3DCE R-FCN, 9 slices model on the extracted multi-organ DeepLesion dataset using different values of β in Equation (1). The default setting of using α = 10 is the same as that in [1,25]. AS (%) at various FPs per image and mAP (%) were used as the evaluation metrics. std denotes the standard deviation value.

α and β Value AS@0.5 ± std AS@1 ± std AS@2 ± std AS@4 ± std AS@8 ± std AS@16 ± std mAP ± std
α = 10, β = 0.1 35.50 ± 0.22 47.13 ± 0.67 58.00 ± 0.04 66.69 ± 0.06 74.06 ± 0.52 77.83 ± 0.29 31.96 ± 0.15
α = 10, β = 1 44.37 ± 0.12 58.05 ± 1.13 67.29 ± 0.12 73.88 ± 0.17 78.97 ± 0.14 82.11 ± 0.12 40.39 ± 0.41
α = 10, β = 10 36.20 ± 0.19 48.48 ± 0.46 60.04 ± 0.73 67.04 ± 0.79 72.25 ± 0.81 77.51 ± 0.81 32.24 ± 0.37
α = 10, β = 100 37.60 ± 0.17 49.43 ± 0.52 60.44 ± 0.33 68.10 ± 0.48 75.83 ± 0.33 79.59 ± 0.20 34.42 ± 0.24