Prototype-driven fusion of pathology and spatial transcriptomics for interpretable survival prediction

Lihe Liu, Xiaoxi Pan, Yinyin Yuan +1

Whole slide images (WSIs) enable weakly supervised prognostic modeling via multiple instance learning (MIL). Spatial transcriptomics (ST) preserves in situ gene expression, providi…