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

TABLE VIII. Averaged Figures of Merit Across Three Cross Folds Over All 545 Chest CT Images (Test Cases) Considered in Experiment 2. The Best Results Are Shown in Bold.

Model Class Sensitivity Specificity Accuracy Dice Score
UNet Abnormal 0.907 0.990 0.988 0.791
Normal 0.913 0.995 0.987 0.938
ENet Abnormal 0.736 0.989 0.984 0.686
Normal 0.914 0.989 0.912 0.911
UNet++ Abnormal 0.951 0.990 0.988 0.805
Normal 0.906 0.995 0.987 0.937
SegNet Abnormal 0.657 0.988 0.980 0.612
Normal 0.888 0.987 0.977 0.885
Attention UNet Abnormal 0.966 0.987 0.987 0.783
Normal 0.884 0.997 0.986 0.930
LEDNet Abnormal 0.782 0.989 0.984 0.707
Normal 0.912 0.987 0.979 0.899
DeepLabV3+ Abnormal 0.521 0.992 0.981 0.563
Normal 0.930 0.983 0.978 0.895
Anam-Net (Proposed) Abnormal 0.918 0.990 0.988 0.798
Normal 0.911 0.997 0.988 0.941