Xing-Ran Liu

Alpha Spatial: Language-guided prediction of single-cell spatial gene expression from histology

Routine histology preserves tissue architecture but leaves its molecular organization largely unmeasured. Recovering this information requires learning across heterogeneous gene panels and constraining a biologically ill-posed morphology-to-expression mapping. Here we present Alpha Spatial (AS), a language-conditioned...