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Author

Guangyu Xu

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Open access 2026

DDF: A Dual-Domain Fusion Network for Sparse-View CT Reconstruction

: Sparse-view computed tomography (SVCT) is a critical technique for reducing radiation exposure, yet it inherently suffers from severe reconstruction artifacts. While dual-domain deep learning methods have advanced SVCT restoration, prevailing cascaded and parallel architectures are limited by one-way information flow...

Zi-Qiao Pan, Yu-Xin Chen, Bo Yang et al. · 0 citations
Aug 2026

Dual-View X-ray to 3D CT Reconstruction via Discrete Latent Translation with VQ-VAE and Transformer

The proposed dual-view X-ray-to-CT reconstruction framework based on vector quantized variational autoencoders (VQ-VAEs) and Transformer-based latent code translation successfully synthesizes structurally plausible 3D CT volumes from only two X-ray views, and improves structural similarity and reduces reconstruction er...

Guangyu Xu, Juntao Zhang, Bo Yang et al. · 0 citations

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