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"A Disease-Specific Foundation Model Using Over 100K Fundus Images: Release and Validation for Abnormality and Multi-Disease Classification on Downstream Tasks"

alt text

Please contact balinda@snu.ac.kr or boajang97@gmail.com if you have any questions.

Main repository: https://github.com/Jang-Boa/Research-Foundation-Retina

_The repository is currently empty. All codes will be uploaded after publication. All the update of this repository will be shown up in Main repository first.

Key Features

  • Fundus and ImageNet+Fundus is pre-trained on 0.1 million retinal images with super-vised learning.
  • Fundus and ImageNet+Fundus can be efficiently adapted to customised tasks.

Fine-tuning with Fundus and ImageNet+Fundus weights

  • "The current maintenance and GitHub update are scheduled. The model will be released after the paper is published."

📃Citation

If you find this repository useful, please consider citing this paper:

License

Code and Model Weights are only can used for Research.