APPLE

Fair Medical Segmentation
via
Adversarial Protected-attribute-aware Perturbations on Latent Embeddings

Zikang Xu^1,2, Fenghe Tang^1,2, Quan Quan³, Qingsong Yao³, S.Kevin Zhou^1,2,3,4

¹ School of Biomedical Engineering, University of Science and Technology of China 
² Suzhou Institute for Advanced Research, University of Science and Technology of China 
³ Institute of Computing Technology, Chinese Academy of Sciences
⁴ Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China 

This is the official implementation of "APPLE: Fair Medical Segmentation via Adversarial Protected-attribute-aware Perturbations on Latent Embeddings"

License

This project is released under the Apache 2.0 license. Please see the LICENSE file for more information.

Citation

@article{xu2024apple,
  title={APPLE: Fair Medical Segmentation via Adversarial Protected-attribute-aware Perturbations on Latent Embeddings},
  author={Xu, Zikang and Tang, Fenghe and Quan, Quan and Yao, Qingsong and Zhou, S Kevin},
  journal={arXiv preprint arXiv:2403.05114},
  year={2024}
}