Table 2.
Distribution of the CD tissues for all datasets used in the model. The class counts for the self-supervised datasets ADv1 and ADv2 are only provided as a reference, and this class information was not used in the self-supervision process.
| Class | Supervised | Self-Supervised | ||||
|---|---|---|---|---|---|---|
|
| ||||||
| Training | Validation | Testing | ADv1 | ADv2 Development | ||
| Normal | 1,182 | 253 | 241 | 4,774 | 16,661 | 441 |
| Non-specific Duodenitis | 2,202 | 390 | 469 | 130 | 265 | 583 |
| Celiac Sprue | 2,524 | 524 | 529 | 416 | 1,799 | 921 |