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ResearchFormerly WizWand

Phenotype Classification on Phecodes All N=691 (test)

0.812AUROCMerlin
0.732960.753480.7740.79452Jun 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MerlinInit=I3D, Labels=MTL, Stem KSz/Stridez=3/12024.060.8120.14225993
ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.060.8010.1423579
ResNet50Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.060.7980.13722672
ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.7980.13522165
ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.060.7980.13622174
ConvNeXt-B*Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.060.7890.13118046
ConvNeXt-BInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.7730.1113228
ConvNeXt-TInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.7680.10611520
ConvNeXt-SInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.060.7610.10210514
SwinUNETRInit=MAE, Labels=EHR, Stem KSz/Stridez=4/42024.060.7360.088528