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ResearchFormerly WizWand

Phenotype Classification on Phecodes Upper Quartile by Prevalence N=173 (test)

0.804AUROCMerlin
0.73120.75010.7690.7879Jun 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MerlinInit=I3D, Labels=MTL, Stem KSz/Stridez=3/12024.060.8040.29
ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.060.7890.279
ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.060.7880.275
ResNet50Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.060.7870.28
ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.7850.272
ConvNeXt-B*Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.060.7840.27
ConvNeXt-BInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.7680.244
ConvNeXt-TInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.7650.239
ConvNeXt-SInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.760.234
SwinUNETRInit=MAE, Labels=EHR, Stem KSz/Stridez=4/42024.060.7340.207