Clinical dataset
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Joint MRI Reconstruction and Super-Resolution | clinical dataset (test) | PSNR30.4 | 14 | |
| Super Resolution | Clinical Dataset | PSNR37.77 | 13 | |
| PET Reconstruction | Clinical dataset | ΔSUVmax1.4751 | 6 | |
| PET Reconstruction | Clinical dataset | PSNR34.97 | 6 | |
| Global Longitudinal Strain calculation | Clinical Dataset comparison Private (Reference) | Bias-0.014 | 6 | |
| Surgical Skill Assessment | Clinical dataset (3-Fold) | SROCC0.565 | 5 | |
| Lactate Regression | Clinical dataset (test) | R20.76 | 5 | |
| Global Longitudinal Strain calculation | Private Clinical Dataset (Test-retest) | Bias (%)-0.13 | 4 | |
| Rib suppression rating | Clinical dataset | Doctor A p-value0.031 | 4 | |
| Lactate Regression | Clinical dataset (val) | Validation Loss9.59 | 4 | |
| Lactate Regression | Clinical dataset (train) | Training Loss6.47 | 4 | |
| 2D/3D Registration | Clinical dataset 16 patients 2D ultrasound to MR | Success Rate (Strict 10/10)45.2 | 3 |
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