Orthogonal CT Reconstruction on LIDC-IDRI
75.3MAECoarse-to-fine orthogonal projection reconstruction
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Coarse-to-fine orthogonal projection reconstructionloss_function=semantic contrastive learning loss, architecture=Three U-Nets (training), Two U-Nets (inference)2025.12 | 75.3 | 25.53 | 0.734 | 0.595 | 0.696 | 0.875 | |
| X2CT-GAN2025.12 | 85.38 | 25.29 | 0.712 | 0.813 | 0.639 | 0.788 | |
| 3D U-Net2025.12 | 90.9 | 24.48 | 0.663 | 0.887 | 0.572 | 0.646 | |
| 2D CNN2025.12 | 102.25 | 23.77 | 0.606 | 1.092 | 0.445 | 0.749 |