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LVEF Regression on Pediatric A4C view (test)
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0.94
R2 Score
Ours (Syn)
0.6696
0.7398
0.81
0.8802
Jun 2, 2024
R2 Score
MAE
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2 Score
MAE
RMSE
Ours (Syn)
trained_on=synthetic d...
2024.06
0.94
1.24
1.9
Claimed
source=original report...
2024.06
0.7
4.15
5.7
Ours
trained_on=our LVDM ge...
2024.06
0.7
5.06
7.07
Reproduced
source=locally reprodu...
2024.06
0.68
4.19
5.71
VAE rec.
trained_on=VAE-reconst...
2024.06
0.68
4.21
5.71
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