Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive Learning
Junzhuo Liu, Markus Eckstein, Zhixiang Wang, Friedrich Feuerhake, Dorit Merhof
This study predicts spatial gene expression from histopathology images using contrastive learning, improving correlation metrics for gene prediction across multiple cancer datasets.
Medical Image Analysis · Nov 25, 2025Peer-reviewedPathology