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Ejection Fraction regression on CAMUS A4C view (10-fold CV)
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0.807
G&M Qual Correlation
Fine-Tuning
0.65412
0.69381
0.7335
0.77319
Mar 15, 2024
G&M Qual Correlation
G&M Qual MAE
P Qual Correlation
P Qual MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
G&M Qual Correlation
G&M Qual MAE
P Qual Correlation
P Qual MAE
Fine-Tuning
Work=Our Implementatio...
2024.03
0.807
5.29
0.693
6.81
Fine-Tuning
Work=Our Implementatio...
2024.03
0.799
5.33
0.599
7.49
MLP Probing
Work=Our Implementatio...
2024.03
0.73
6.28
0.57
8.42
Regression
Work=Wei et al. [28],...
2024.03
0.725
6.5
0.674
7.53
Scratch
Work=Our Implementatio...
2024.03
0.714
6.2
0.538
8.28
MLP Probing
Work=Our Implementatio...
2024.03
0.66
7
0.401
9.84
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