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. 2021 Feb 5;32(3):932–946. doi: 10.1109/TNNLS.2021.3054746

TABLE VII. Averaged Figures of Merit Over All 704 Chest CT Images (Test Cases) Considered in the Experiment 1. The Best Results Are Shown in Bold.

Model Class Sensitivity Specificity Accuracy Dice Score
UNet Abnormal 0.932 0.983 0.982 0.608
Normal 0.902 0.997 0.981 0.943
ENet Abnormal 0.857 0.990 0.988 0.694
Normal 0.954 0.991 0.985 0.956
UNet++ Abnormal 0.954 0.986 0.986 0.674
Normal 0.924 0.997 0.985 0.955
SegNet Abnormal 0.936 0.981 0.980 0.587
Normal 0.897 0.995 0.978 0.935
Attention UNet Abnormal 0.951 0.988 0.987 0.695
Normal 0.932 0.997 0.986 0.960
LEDNet Abnormal 0.907 0.983 0.981 0.597
Normal 0.901 0.991 0.976 0.929
DeepLabV3+ Abnormal 0.850 0.958 0.956 0.366
Normal 0.762 0.993 0.954 0.850
Anam-Net (Proposed) Abnormal 0.900 0.993 0.991 0.755
Normal 0.959 0.997 0.990 0.972