Table 4 Ablation analysis of different components in the proposed network with the best results in bold
From: A neural network with a human learning paradigm for breast fibroadenoma segmentation in sonography
Network | DSC ↑ | HD (mm) ↓ | Time (h)↓ |
|---|---|---|---|
baseline | 0.869240 | 8.963769 | 4 |
baseline + C3ECA | 0.873358 | 9.295890 | 2.5 |
baseline + LogSparse | 0.874087 | 8.790277 | 4.75 |
baseline + C3ECA + LogSparse | 0.875815 | 5.820322 | 2.75 |