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Heart Failure Diagnosis on HF diagnosis cohort (149 participants) (test)
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0.9771
AUC
Fully sampled
0.306924
0.480912
0.6549
0.828888
Dec 25, 2025
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Fully sampled
AF=1x
2025.12
0.9771
CardioMM
AF=8x, Undersampling p...
2025.12
0.9569
CardioMM
AF=24x, Undersampling...
2025.12
0.9531
PromptMR
AF=8x, Undersampling p...
2025.12
0.9413
CardioMM
AF=16x, Undersampling...
2025.12
0.936
CardioSM
AF=8x, Undersampling p...
2025.12
0.9344
PromptMR
AF=24x, Undersampling...
2025.12
0.9124
CardioSM
AF=24x, Undersampling...
2025.12
0.8984
PromptMR
AF=16x, Undersampling...
2025.12
0.8884
CardioSM
AF=16x, Undersampling...
2025.12
0.8739
DCUNet
AF=8x, Undersampling p...
2025.12
0.8533
DCUNet
AF=16x, Undersampling...
2025.12
0.7728
DCUNet
AF=24x, Undersampling...
2025.12
0.7645
Conventional
AF=24x, Undersampling...
2025.12
0.5044
Conventional
AF=8x, Undersampling p...
2025.12
0.4342
Conventional
AF=16x, Undersampling...
2025.12
0.3327
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