Feiyu Huang

KAMP: Knowledge-Anchored Multimodal Pretraining Framework for Medical Image Representation

Cross-modal biomedical signals such as pathology and genomics can provide richer and more robust semantic guidance for medical image representation learning. However, the availability of such guidance remains limited, as privacy constraints and acquisition costs severely restrict access to medical i