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Author

Shao-Yu Wang

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Preprint Aug 2026

Shared-Structure 4D Spectral Gaussian Representation for Sparse-View Spectral CT Reconstruction

A SharedStructure 4D Spectral Gaussian Representation (4D-SG) is proposed that learns shared Gaussian geometry from full spectrum structural projections and uses a Gaussian-wise Spectral Density Curve Network (GSC-Net) to predict Gaussian raw density transformations.

Jiancheng Fang, Shao-Yu Wang, Wenjun Xia et al. · 0 citations
Preprint Sep 2026

Physics-Driven Independent Pair Generation for Iterative Self-Supervised Low-Dose CT Denoising

A physics-driven framework with cross-domain iteration for self-supervised LDCT denoising and shows consistent gains over the evaluated self-supervised baselines across dose levels, with performance comparable to the evaluated supervised baseline.

Xian-Lei Han, Shao-Yu Wang, Jiancheng Fang et al. · 0 citations

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