HiST: A Hierarchical Sparse Transformer for Cross-Modal Spatial Transcriptomics Modeling
Spatial transcriptomics (ST) links gene expression with tissue morphology but remains expensive and low-throughput, motivating surrogates that infer expression from routine histology. Whole-slide H&E-to-ST inference pairs a gigapixel image with gene measurements at a sparse, irregular set of locatio…