Attribution
Every dataset below is used under the licence stated, and every one of them requires attribution. This file is generated from the build manifest, so it can only list sources that actually contributed frames.
| source | licence | frames | citation |
|---|---|---|---|
| MedMNIST+ OrganAMNIST 224 | CC BY 4.0 | 2,000 | Yang et al., MedMNIST v2 (2023); derived from LiTS. |
| MedMNIST+ ChestMNIST 224 | CC BY 4.0 | 3,000 | Yang et al., MedMNIST v2 (2023); derived from NIH ChestX-ray14. |
| MedMNIST+ PneumoniaMNIST 224 | CC BY 4.0 | 3,000 | Yang et al., MedMNIST v2 (2023); derived from Kermany et al. paediatric chest radiographs. |
| MedMNIST+ BreastMNIST 224 | CC BY 4.0 | 779 | - |
| MedMNIST+ DermaMNIST 224 | CC BY 4.0 | 6,000 | Derived from HAM10000 (Tschandl et al.). |
| MedMNIST+ OCTMNIST 224 | CC BY 4.0 | 6,000 | Derived from Kermany et al. retinal OCT. |
| MedMNIST+ RetinaMNIST 224 | CC BY 4.0 | 1,600 | - |
| MedMNIST+ PathMNIST 224 | CC BY 4.0 | 6,000 | Derived from NCT-CRC-HE-100K (Kather et al.). |
| MedMNIST+ BloodMNIST 224 | CC BY 4.0 | 3,000 | - |
| MedMNIST+ TissueMNIST 224 | CC BY 4.0 | 3,000 | - |
| TotalSegmentator CT v2.0.1 | CC BY 4.0 | 2,000 | Wasserthal et al., TotalSegmentator (2023). |
| AMOS22 | CC BY 4.0 | 2,400 | Ji et al., AMOS (2022). |
| FETAL_PLANES_DB | CC BY 4.0 | 3,000 | Burgos-Artizzu et al. (2020). |
Held out of training
These sources contributed evaluation rows only, so that held-out-source accuracy measures generalisation rather than memorisation:
- fetal-planes-db
- lits-201
- medmnist-plus-bloodmnist-224
- medmnist-plus-pneumoniamnist-224