Bing Guan

Prototype contrastive alignment with clinical attention enables multi-modal breast cancer molecular subtyping

Accurate molecular subtyping of breast cancer is essential for treatment planning, yet computational methods face challenges from class imbalance and variable-quality histopathology features. We propose a multi-modal framework that integrates histopathology image features with ge...