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. 2022 Jan 8;81(25):36171–36194. doi: 10.1007/s11042-021-11568-7

Table 6.

Comparative evaluation: AM-UNet & state-of-the-Art UNet networks

Model Average dice score Average IoU ICC
T1 T2 T1T2 T1 T2 T1T2 ICC3 ICC(3,K)
U-Net [41] 0.81 0.78 0.81 0.68 0.64 0.69 0.78 0.87
UNet++ [41] 0.80 0.80 0.81 0.67 0.69 0.68 0.7 0.87
AM-UNet 0.82 0.81 0.82 0.69 0.68 0.70 0.81 0.90
Model TPR TNR FPR FNR Prec #Par
U-Net [41] 0.80 0.996 0.0036 0.76 0.20 8.6M
UNet++ [1] 0.78 0.998 0.0024 0.22 0.82 9M
AM-UNet 0.85 0.997 0.0033 0.15 0.78 0.34M