Cardiac Phenotype Estimation on Multi-slice short-axis cine MRI 355 participants (full dataset)
-25.25LVEDV (mL)Conventional
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ConventionalAcceleration Factor=24x, Undersampling pattern=radial2025.12 | -25.25 | -31.29 | 6.04 | 17.89 | 0.74 | -20.34 | -34.76 | -24.39 | -10.38 | 10.21 | |
| ConventionalAcceleration Factor=16x, Undersampling pattern=random2025.12 | -24.18 | -33.08 | 8.9 | 20.56 | 1.12 | -22.12 | -40.16 | -32.01 | -8.15 | 17.9 | |
| ConventionalAcceleration Factor=8x, Undersampling pattern=uniform2025.12 | -23.66 | -26.89 | 3.22 | 16.15 | 0.35 | -21.37 | -35.96 | -25.33 | 11.56 | -10.62 | |
| DCUNetAcceleration Factor=16x, Undersampling pattern=random2025.12 | -8.84 | -10.14 | 1.3 | 5.15 | 0.19 | -4.88 | 14.09 | -7.69 | -6.4 | 1.29 | |
| DCUNetAcceleration Factor=8x, Undersampling pattern=uniform2025.12 | -8.02 | -7.36 | -0.65 | 3.2 | -0.08 | -4.2 | -11.04 | -5.5 | -5.54 | 0.47 | |
| DCUNetAcceleration Factor=24x, Undersampling pattern=radial2025.12 | -7.18 | -11.37 | 4.2 | 6.6 | 0.61 | -3.82 | 12.22 | -8.39 | -3.83 | 2.88 | |
| PromptMRAcceleration Factor=24x, Undersampling pattern=radial2025.12 | -3.29 | -4.58 | 1.29 | 2.59 | 0.18 | 0.77 | -5.17 | -3.59 | -1.59 | 1.36 | |
| CardioSMAcceleration Factor=16x, Undersampling pattern=random2025.12 | -2.75 | -4.21 | 1.47 | 2.54 | 0.22 | 2.29 | -5.08 | -3.05 | -2.04 | 0.76 | |
| PromptMRAcceleration Factor=16x, Undersampling pattern=random2025.12 | -2.54 | -3.8 | 1.26 | 2.13 | 0.16 | 1.25 | -4.69 | -2.92 | -1.77 | 1 | |
| CardioSMAcceleration Factor=24x, Undersampling pattern=radial2025.12 | -2.53 | -3.41 | 0.88 | 1.87 | 0.13 | 2.23 | -4.04 | -2.19 | -1.85 | 0.17 | |
| PromptMRAcceleration Factor=8x, Undersampling pattern=uniform2025.12 | -1.74 | -1.94 | 0.19 | 0.81 | 0.02 | 0.81 | -3.38 | -1.51 | -1.87 | -0.3 | |
| CardioSMAcceleration Factor=8x, Undersampling pattern=uniform2025.12 | -1.7 | -2.13 | 0.43 | 1 | 0.06 | 1.07 | -3.32 | -1.54 | -1.79 | -0.06 | |
| CardioMMAcceleration Factor=16x, Undersampling pattern=random2025.12 | -1.41 | -2.45 | 1.04 | 1.49 | 0.14 | 1.45 | -3 | -1.59 | -1.41 | 0.27 | |
| CardioMMAcceleration Factor=24x, Undersampling pattern=radial2025.12 | -0.71 | -1.16 | 0.45 | 0.8 | 0.05 | 2.62 | -2.21 | -0.76 | -1.45 | -0.28 | |
| CardioMMAcceleration Factor=8x, Undersampling pattern=uniform2025.12 | 0 | -0.74 | 0.75 | 0.58 | 0.09 | 1.06 | -1.88 | -0.37 | -1.51 | -0.73 |