Yucheng Shu — accepted AI-conference papers

2026

ClinAlign: Clinical Workflow Aligned Memory Retrieval for Radiology Report Generation

Lihong Qiao, Shiyi Gao, Yucheng Shu, Bin Xiao, Weisheng Li

IJCAI 2026

Automated radiology report generation aims to create clear and clinically correct diagnostic reports from medical images. Existing retrieval enhancement methods primarily focus on reusing textual knowledge, neglecting the crucial role of local visual pattern memory in clinical diagnosis. Furthermore

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2025

Self-Geometry-Guided Direct Pose Regression Based on Dual Perspective Fusion for 2D-3D Cross Dimensional Spinal Surgery Navigation

Jing Ling, Zhengyang Wu, Changqing Li, Weisheng Li, Chao Zhang, Yucheng Shu

ICASSP 2025accepted

2D-3D cross-dimensional registration for spinal surgery navigation, which aims to achieve real-time visual navigation of preoperative 3D vertebrae based on intraoperative 2D fluoroscopy images, faces significant challenges due to semantic and dimensional gaps. Traditional 2D-3D registration methods…

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