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Phenotype Classification on Phecodes Upper Quartile by Prevalence N=173 (test)
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0.804
AUROC
Merlin
0.7312
0.7501
0.769
0.7879
Jun 10, 2024
AUROC
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
Merlin
Init=I3D, Labels=MTL,...
2024.06
0.804
0.29
ResNet152
Init=I3D, Labels=EHR,...
2024.06
0.789
0.279
ResNet152
Init=I3D, Labels=EHR,...
2024.06
0.788
0.275
ResNet50
Init=I3D, Labels=EHR,...
2024.06
0.787
0.28
ResNet152
Init=I3D, Labels=EHR,...
2024.06
0.785
0.272
ConvNeXt-B*
Init=I3D, Labels=EHR,...
2024.06
0.784
0.27
ConvNeXt-B
Init=I3D, Labels=EHR,...
2024.06
0.768
0.244
ConvNeXt-T
Init=I3D, Labels=EHR,...
2024.06
0.765
0.239
ConvNeXt-S
Init=I3D, Labels=EHR,...
2024.06
0.76
0.234
SwinUNETR
Init=MAE, Labels=EHR,...
2024.06
0.734
0.207
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