Duc Quy Hoang

LENS: A mammography-specific hybrid CNN-Transformer with lesion-aware evidence modeling

Background Artificial Intelligence (AI) models for mammography classification is prone to shortcut learning because diagnostically relevant evidence is typically sparse, localized, and easily dominated by non-lesion background context. This study aimed to develop a mammography-specific framework that integrates lesion-...