2 papers
cs.CV2026
Rad-VLSM: A Cross-Modal Framework with Semantics-Assisted Prompting for Medical Segmentation and Diagnosis
Fengyi Zhang, Xujie Zeng, Mohan Liu +2
Medical image segmentation is more clinically valuable when it supports diagnosis rather than merely producing lesion masks. However, diagnostically relevant lesion cues are often…
cs.CV2026
FedStain: Modeling Higher-Order Stain Statistics for Federated Domain Generalization in Computational Pathology
Fengyi Zhang, Junya Zhang, Wenzhuo Sun
Robust whole-slide image (WSI) analysis under strict data-governance remains challenging due to substantial cross-institutional stain heterogeneity. Domain generalization (DG) miti…