Tinglin Huang

A masked-expression Transformer trained on 983 paired H&E and spatial transcriptomics slides predicts 38,984 genes from histology without fine-tuning, leading HEST-Bench and improving survival and mutation prediction.

UNICORN improves gene expression and multi-omic phenotype prediction using multi-task learning with foundation model embeddings and custom loss functions.