FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification

Author:

Wu Nannan,Yu Li,Yang Xin,Cheng Kwang-Ting,Yan Zengqiang

Publisher

Springer Nature Switzerland

Reference45 articles.

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2. Cao, K., Wei, C., Gaidon, A., Arechiga, N., Ma, T.: Learning imbalanced datasets with label-distribution-aware margin loss. In: NeurIPS, vol. 32 (2019)

3. Chen, T., Kornblith, S., Norouzi, M., Hinton, G.: A simple framework for contrastive learning of visual representations. In: ICML, pp. 1597–1607 (2020)

4. Chen, Z., Yang, C., Zhu, M., Peng, Z., Yuan, Y.: Personalized retrogress-resilient federated learning toward imbalanced medical data. IEEE Trans. Med. Imaging 41(12), 3663–3674 (2022)

5. Combalia, M., et al.: BCN20000: dermoscopic lesions in the wild. arXiv:1908.02288 (2019)

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