Jul 2026
MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification
Accurate differentiation between gastric adenoma and carcinoma during endoscopy is critical for clinical decision-making. Yet, this task is highly challenging due to high inter-class similarity and ambiguous boundaries between the two classes. Existing ROI-based classification methods often suffer from detection/segmen...
Jiho Jun, Jeongwon Woo, Jaemin Song et al.
· arXiv.org · 0 citations