Phenotype Classification on Phecodes Upper Quartile by Prevalence N=173 (test)
0.804AUROCMerlin
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MerlinInit=I3D, Labels=MTL, Stem KSz/Stridez=3/12024.06 | 0.804 | 0.29 | |
| ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.06 | 0.789 | 0.279 | |
| ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.06 | 0.788 | 0.275 | |
| ResNet50Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.06 | 0.787 | 0.28 | |
| ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 0.785 | 0.272 | |
| ConvNeXt-B*Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.06 | 0.784 | 0.27 | |
| ConvNeXt-BInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 0.768 | 0.244 | |
| ConvNeXt-TInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 0.765 | 0.239 | |
| ConvNeXt-SInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 0.76 | 0.234 | |
| SwinUNETRInit=MAE, Labels=EHR, Stem KSz/Stridez=4/42024.06 | 0.734 | 0.207 |