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

TABLE X. Ablation Study for All AD-Blocks and the Label Weighting Strategy During the Training of Anam-Net. The Best Results Are Shown in Bold. Note That These Results Are Averaged Over 704 Chest CT Images (All Test Cases) From Experiment 1.

Figure of Merit AD Blocks Label Weighting Abnormal Normal
Dice Similarity ✓ ✓ 0.755 0.972
Dice Similarity Inline graphic ✓ 0.666 0.955
Dice Similarity ✓ Inline graphic 0.558 0.934
Dice Similarity Inline graphic Inline graphic 0.295 0.778