Phenotype Classification on Phecodes Lower Quartile by Prevalence N=173 (test)
80.8AUROCMerlin
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MerlinInit=I3D, Labels=MTL, Stem KSz/Stridez=3/12024.06 | 80.8 | 5 | |
| ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.06 | 80.1 | 5.4 | |
| ResNet50Init=I3D, Labels=EHR, Stem KSz/Stridez=3/12024.06 | 79.7 | 4.9 | |
| ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 79.6 | 5 | |
| ResNet152Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.06 | 79.2 | 4.9 | |
| ConvNeXt-B*Init=I3D, Labels=EHR, Stem KSz/Stridez=3/22024.06 | 78.1 | 5.2 | |
| ConvNeXt-BInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 76.6 | 3.6 | |
| ConvNeXt-TInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 76.4 | 3.5 | |
| ConvNeXt-SInit=I3D, Labels=EHR, Stem KSz/Stridez=7/22024.06 | 75 | 3.1 | |
| SwinUNETRInit=MAE, Labels=EHR, Stem KSz/Stridez=4/42024.06 | 73.8 | 2.9 |