Mayo Clinic
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sparse-view CT image reconstruction | Mayo Clinic Sample C081-79 | PSNR37.38 | 12 | |
| Sparse-view CT image reconstruction | Mayo Clinic Sample C081-45 | PSNR37.37 | 12 | |
| Sparse-view CT image reconstruction | Mayo Clinic Sample C081-35 | PSNR37.27 | 12 | |
| CT Image Reconstruction | Mayo Clinic dataset | PSNR (dB)35.69 | 11 | |
| Clinical risk prediction (1-year lead time) | Mayo Clinic Arizona | AUROC0.837 | 2 | |
| Clinical risk prediction (3-year lead time) | Mayo Clinic Overall | AUROC76 | 1 | |
| Clinical risk prediction (3-year lead time) | Mayo Clinic Florida | AUROC0.709 | 1 | |
| Clinical risk prediction (3-year lead time) | Mayo Clinic Arizona | AUROC76.8 | 1 | |
| Clinical risk prediction (3-year lead time) | Mayo Clinic MCHS | AUROC80.4 | 1 | |
| Clinical risk prediction (2-year lead time) | Mayo Clinic Overall | AUROC79.7 | 1 | |
| Clinical risk prediction (2-year lead time) | Mayo Clinic Florida | AUROC75.4 | 1 | |
| Clinical risk prediction (2-year lead time) | Mayo Clinic Arizona | AUROC79.2 | 1 | |
| Clinical risk prediction (2-year lead time) | Mayo Clinic (MCHS) | AUROC84.6 | 1 | |
| Clinical risk prediction (1-year lead time) | Mayo Clinic Florida | AUROC81 | 1 | |
| Clinical risk prediction (1-year lead time) | Mayo Clinic MCHS | AUROC0.872 | 1 |
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