3 papers
eess.IV2025
R2MF-Net: A Recurrent Residual Multi-Path Fusion Network for Robust Multi-directional Spine X-ray Segmentation
Xuecheng Li, Weikuan Jia, Komildzhon Sharipov +4
Accurate segmentation of spinal structures in X-ray images is a prerequisite for quantitative scoliosis assessment, including Cobb angle measurement, vertebral translation estimati…
eess.IV2025
Precise Liver Tumor Segmentation in CT Using a Hybrid Deep Learning-Radiomics Framework
Xuecheng Li, Weikuan Jia, Komildzhon Sharipov +4
Accurate three-dimensional delineation of liver tumors on contrast-enhanced CT is a prerequisite for treatment planning, navigation and response assessment, yet manual contouring i…
cs.CV2025
Dual-Stream Cross-Modal Representation Learning via Residual Semantic Decorrelation
Xuecheng Li, Weikuan Jia, Alisher Kurbonaliev +5
Cross-modal learning has become a fundamental paradigm for integrating heterogeneous information sources such as images, text, and structured attributes. However, multimodal repres…