Knowledge-enhanced Pretraining for Vision-language Pathology Foundation Model on Cancer Diagnosis

Xiao Zhou, Luoyi Sun, Dexuan He +10

Vision-language foundation models have shown great promise in computational pathology but remain primarily data-driven, lacking explicit integration of medical knowledge. We introd…