Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics

The high cost of spatial transcriptomics (ST) has driven extensive studies into predicting gene expression directly from H&E histology images. However, this prediction task faces an inherent limitation, as tissue morphology alone provides insufficient information to fully resolve underlying gene exp…