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Author

Huiyu Zhou

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Oct 2026

Unsupervised CT Metal Artifact Reduction Via Consistent Artifact Modeling.

Metal artifacts severely corrupt CT images, masking anatomical structures and undermining diagnostic reliability. Although supervised metal artifact reduction (MAR) achieves strong suppression, its dependence on paired clean and corrupted data confines it to simulated domains and hinders clinical translation. We recast...

En-Yu Bao, Yi-Fei Chen, Jun-Hao Ye et al. · 0 citations
Preprint Aug 2026

FedADB: Class Anchor-Driven Dual-Branch Federated Learning for Mitigating Forgetting

FedADB, a Class Anchor-Driven Dual-Branch FL framework, a dual-branch collaborative training mechanism designed for clients that achieves significant improvements in both accuracy and convergence speed.

Zhenyan Liu, Hua Zhang, Haoran Gao et al. · 0 citations

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