Jul 2026
MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification
This work proposes a novel framework, Masked Achromatic Guidance Expert (MAGE), which significantly outperforms existing detection-based methodologies and classification-based methodologies, providing not only superior classification performance but also interpretable attention maps for clinical reliability.
Jiho Jun, Jeongwon Woo, Jaemin Song et al.
· arXiv.org · 0 citations