Yiwei Xiao

Genome-scale molecular profiling from routine histopathology with a multimodal pathology foundation model

Pathology foundation models trained from whole-slide images alone treat tissue morphology as an autonomous visual phenotype, leaving learned representations only weakly anchored to the molecular processes that generate tissue architecture. Here we present Fuji, a multimodal pathology foundation model that grounds morph...