Table 2 Overview of characteristics of our datasets
From: Reconciling privacy and accuracy in AI for medical imaging
Dataset | Task | Small | Imbalanced | Multi-modal |
|---|---|---|---|---|
RadImageNet | Classification | ✓ | ✓ | |
HAM10000 | Classification | ✓ | ✓ | |
MSD Liver | Segmentation | ✓ | ✓ |
