Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,37 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: cc-by-4.0
|
| 3 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-4.0
|
| 3 |
+
---
|
| 4 |
+
# MedMNIST Dataset
|
| 5 |
+
|
| 6 |
+
This dataset is derived from [MedMNIST v2](https://medmnist.com/), a large-scale lightweight benchmark for biomedical image classification.
|
| 7 |
+
|
| 8 |
+
## Source and Citation
|
| 9 |
+
|
| 10 |
+
Please cite the original paper when using this dataset:
|
| 11 |
+
|
| 12 |
+
Yang, J., Shi, R., Wei, D. et al.
|
| 13 |
+
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification.
|
| 14 |
+
*Scientific Data* 10, 125 (2023). https://doi.org/10.1038/s41597-023-01920-1
|
| 15 |
+
|
| 16 |
+
## License
|
| 17 |
+
|
| 18 |
+
This dataset is licensed under the [Creative Commons Attribution 4.0 International License (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/).
|
| 19 |
+
You are free to share and adapt the dataset, even for commercial purposes, provided appropriate credit is given.
|
| 20 |
+
|
| 21 |
+
## Dataset Description
|
| 22 |
+
|
| 23 |
+
MedMNIST is a collection of standardized biomedical image datasets, including but not limited to:
|
| 24 |
+
|
| 25 |
+
- PathMNIST
|
| 26 |
+
- OCTMNIST
|
| 27 |
+
- PneumoniaMNIST
|
| 28 |
+
- ...
|
| 29 |
+
|
| 30 |
+
## Files
|
| 31 |
+
|
| 32 |
+
- `pathmnist.npz` — example dataset file
|
| 33 |
+
- `octmnist.npz` — example dataset file
|
| 34 |
+
|
| 35 |
+
---
|
| 36 |
+
|
| 37 |
+
For more details and dataset download, visit [MedMNIST GitHub](https://github.com/MedMNIST/MedMNIST).
|