2 papers
cs.CV2026
Semi-Supervised Domain Adaptation with Latent Diffusion for Pathology Image Classification
Tengyue Zhang, Ruiwen Ding, Luoting Zhuang +3
Deep learning models in computational pathology often fail to generalize across cohorts and institutions due to domain shift. Existing approaches either fail to leverage unlabeled…
eess.IV2025
Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network
Ruiwen Ding, Lin Li, Rajath Soans +6
Inflammatory bowel disease (IBD) involves chronic inflammation of the digestive tract, with treatment options often burdened by adverse effects. Identifying biomarkers for personal…