2 papers
cs.CV2026
MoEMambaMIL: Structure-Aware Selective State Space Modeling for Whole-Slide Image Analysis
Dongqing Xie, Yonghuang Wu
Whole-slide image (WSI) analysis is challenging due to the gigapixel scale of slides and their inherent hierarchical multi-resolution structure. Existing multiple instance learning…
cs.CV2026
CCSD: Cross-Modal Compositional Self-Distillation for Robust Brain Tumor Segmentation with Missing Modalities
Dongqing Xie, Yonghuang Wu, Zisheng Ai +4
The accurate segmentation of brain tumors from multi-modal MRI is critical for clinical diagnosis and treatment planning. While integrating complementary information from various M…