Prostate MRI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| MRI prostate segmentation | Prostate MRI (test) | Client 1 Score92.85 | 34 | |
| Prostate Segmentation | Prostate MRI 6 institutions (test) | Client 1 Score84.49 | 21 | |
| Prostate Segmentation | Prostate MRI (test) | Center 1 Positional Error2.12 | 17 | |
| Prostate MRI Segmentation | Prostate MRI Dataset Domain E | Dice75.56 | 11 | |
| Undersampled MRI Reconstruction | Prostate MRI | PSNR (dB)31.61 | 10 | |
| Prostate MRI Segmentation | Prostate MRI BMC target-domain (test) | BMC (Source) Score83.4 | 7 | |
| Prostate MRI Segmentation | Prostate MRI BMC source domain (train) | Score (BMC Source)83.4 | 7 | |
| Prostate MRI Segmentation | Prostate MRI RUNMC source domain (train) | Source Domain Performance (RUNMC)84.5 | 7 | |
| Image Segmentation | Prostate MRI (test) | Pearson Correlation98.25 | 7 | |
| 4x Super-Resolution | Prostate MRI | PSNR29.02 | 5 | |
| Prostate MRI Segmentation | Prostate MRI (test) | Dice (Domain D - Round 1)85.12 | 5 | |
| Prostate Cancer Detection | Prostate MRI dataset | AUC91.7 | 4 | |
| Super-Resolution | Prostate MRI (test) | PSNR35.91 | 3 | |
| Prostate Cancer Detection | Prostate MRI dataset (205 cases) | AUC0.79 | 1 |
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