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Phenotype Classification on Phecodes Lower Quartile by Prevalence N=173 (test)
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80.8
AUROC
Merlin
73.52
75.41
77.3
79.19
Jun 10, 2024
AUROC
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
Merlin
Init=I3D, Labels=MTL,...
2024.06
80.8
5
ResNet152
Init=I3D, Labels=EHR,...
2024.06
80.1
5.4
ResNet50
Init=I3D, Labels=EHR,...
2024.06
79.7
4.9
ResNet152
Init=I3D, Labels=EHR,...
2024.06
79.6
5
ResNet152
Init=I3D, Labels=EHR,...
2024.06
79.2
4.9
ConvNeXt-B*
Init=I3D, Labels=EHR,...
2024.06
78.1
5.2
ConvNeXt-B
Init=I3D, Labels=EHR,...
2024.06
76.6
3.6
ConvNeXt-T
Init=I3D, Labels=EHR,...
2024.06
76.4
3.5
ConvNeXt-S
Init=I3D, Labels=EHR,...
2024.06
75
3.1
SwinUNETR
Init=MAE, Labels=EHR,...
2024.06
73.8
2.9
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