A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis

Xianchao Guan, Zhiyuan Fan, Yifeng Wang +11

The development of clinical-grade artificial intelligence in pathology is limited by the scarcity of diverse, high-quality annotated datasets. Generative models offer a potential s…