Lung CT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Lung CT Synthesis | Lung CT (synthetic sample set) | MS-SSIM (Full Range)0.395 | 14 | |
| Lung CT Synthesis | Lung CT (test) | Precision (Full-range)0.747 | 13 | |
| Lung CT Synthesis | Lung CT | Recall (Full-range)35.4 | 13 | |
| Cross-time registration | Lung CT | DSC97.61 | 10 | |
| Medical Image Registration | Lung CT (inter- and intra-subject) | DSC81.61 | 6 | |
| 3D Anomaly Localization | Lung CT LIDC-IDRI and MSD Lung (test) | Voxel-level AUROC99 | 5 | |
| 3D Anomaly Detection | Lung CT (LIDC-IDRI and MSD Lung) (test) | Patient-level AUROC80.6 | 5 | |
| Denoising | Lung CT (test) | PSNR31.82 | 5 | |
| Unsupervised Lung Pathology Segmentation | Lung CT 190-slice (evaluation set) | DSC (Healthy)89.3 | 4 |
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