Heart Failure Diagnosis on HF diagnosis cohort (149 participants) (test)
0.9771AUCFully sampled
Evaluation results
| Method | Links | |
|---|---|---|
| Fully sampledAF=1x2025.12 | 0.9771 | |
| CardioMMAF=8x, Undersampling pattern=uniform2025.12 | 0.9569 | |
| CardioMMAF=24x, Undersampling pattern=radial2025.12 | 0.9531 | |
| PromptMRAF=8x, Undersampling pattern=uniform2025.12 | 0.9413 | |
| CardioMMAF=16x, Undersampling pattern=random2025.12 | 0.936 | |
| CardioSMAF=8x, Undersampling pattern=uniform2025.12 | 0.9344 | |
| PromptMRAF=24x, Undersampling pattern=radial2025.12 | 0.9124 | |
| CardioSMAF=24x, Undersampling pattern=radial2025.12 | 0.8984 | |
| PromptMRAF=16x, Undersampling pattern=random2025.12 | 0.8884 | |
| CardioSMAF=16x, Undersampling pattern=random2025.12 | 0.8739 | |
| DCUNetAF=8x, Undersampling pattern=uniform2025.12 | 0.8533 | |
| DCUNetAF=16x, Undersampling pattern=random2025.12 | 0.7728 | |
| DCUNetAF=24x, Undersampling pattern=radial2025.12 | 0.7645 | |
| ConventionalAF=24x, Undersampling pattern=radial2025.12 | 0.5044 | |
| ConventionalAF=8x, Undersampling pattern=uniform2025.12 | 0.4342 | |
| ConventionalAF=16x, Undersampling pattern=random2025.12 | 0.3327 |