Two deep-learning frameworks — GHIST and iSCALE — turn routine histology images into a rich molecular resource, and predict spatial gene expression at single-cell resolution (GHIST) and at super-resolution across large tissue sections (iSCALE), for scalable, data-driven tissue biology.