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Performance of LRP-NET using its original CNN modules in comparison with the ablation experiment using “left/right breast differences in imaging space”.
| Model | LRP-NET with original CNN modules AUC | Left/right breast differences in imaging space AUC |
|---|---|---|
| LRP-NET (prior-4 → 3 → 2 → 1) | 0.67 (referent) | 0.59 |
| LRP-NET (prior-4 → 3 → 2) | 0.66 (p = 0.36) | 0.58 |
| LRP-NET (prior-4 → 3 → 1) | 0.60 (p = 0.01) | 0.59 |
| LRP-NET (prior-4 → 2 → 1) | 0.61 (p = 0.04) | 0.55 |
| LRP-NET (prior-3 → 2 → 1) | 0.64 (p = 0.16) | 0.56 |
