Ming Y. Lu

Beyond Sparse Captions: Aligning Slide-Level Text and Patch-Level Vision in Pathology

Contrastive vision-language (VL) pretraining in computational pathology has generally relied on curated image-caption datasets sourced from social media, educational videos, and research publications. These corpora are sparse relative to the diversity of tissue morphology and difficult to scale further, as pathologists...