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Author

Yi-Fei Chen

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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
Open access Jun 2026

ASTAR: Automated Induction of Standardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

This work demonstrates that, in this reporting scenario, the ASTAR-induced template surpasses two expert-curated templates across template coverage, information fidelity, diagnostic fidelity, and expert-rated usability, reducing template development from weeks of committee deliberation to hours of automated processing.

Xin-Feng Zhang, Ming-Xuan Liu, Yi-Fei Chen et al. · 0 citations

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