Longitudinal pathology change prediction on Chest ImaGenome (test)
67D1 AccuracyGlobal
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GlobalInput=entire CXR, Backbone=ResNet101 autoencoder2022.08 | 67 | 69 | 64 | 74 | 71 | 50 | 65 | 69 | 67 | 67 | |
| CheXRelNetInput=cropped ROIs, Dependencies=inter-region and intra-image CXR dependencies, Backbone=ResNet101 autoencoder2022.08 | 67 | 68 | 66 | 75 | 71 | 52 | 67 | 73 | 67 | 68 | |
| LocalInput=cropped ROIs, Backbone=ResNet101 autoencoder2022.08 | 59 | 53 | 60 | 47 | 56 | 46 | 61 | 47 | 63 | 60 |