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Author

Yong Xia

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Preprint Aug 2026

Learning Where and What to Lift for Bi-planar X-ray-to-CT Reconstruction

LiftXR is proposed, an interleaved, geometry-guided framework that explicitly incorporates spatial layout recovery into CT reconstruction, and consistently outperforms recent X-ray-to-CT reconstruction methods, establishing a new state of the art.

Yifei Wu, Yicheng Wu, Qiang Ma et al. · 0 citations
Review Aug 2026

Volumetric Radiology AI in the Era of Multimodal Large Language Models

This Review examines volumetric foundation models, language alignment and compression strategies, and agentic systems that extend MLLMs through planning, tools, memory, and workflow interaction, and introduces a Claim-Design-Validation framework to assess whether technical, workflow, and clinical claims are matched by appropriate design and validation.

Zanting Ye, Shengyuan Liu, Xin Liu et al. · 0 citations

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