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## RETFound - A foundation model for retinal imaging
This is the official repo for RETFound, which is based on [MAE](https://github.com/facebookresearch/mae):
This is the official repo for [RETFound: a foundation model for generalizable disease detection from retinal images](https://www.nature.com/articles/s41586-023-06555-x), which is based on [MAE](https://github.com/facebookresearch/mae):
Please contact **ykzhoua@gmail.com** or **yukun.zhou.19@ucl.ac.uk** if you have questions.
@@ -142,3 +142,19 @@ trunc_normal_(model.head.weight, std=2e-5)
print("Model = %s" % str(model))
```
### Citation
If you find this repository useful, please consider citing this paper:
```
@article{zhou2023foundation,
title={A foundation model for generalizable disease detection from retinal images},
author={Zhou, Yukun and Chia, Mark A and Wagner, Siegfried K and Ayhan, Murat S and Williamson, Dominic J and Struyven, Robbert R and Liu, Timing and Xu, Moucheng and Lozano, Mateo G and Woodward-Court, Peter and others},
journal={Nature},
pages={1--8},
year={2023},
publisher={Nature Publishing Group UK London}
}
```