Ziyi Guo

Alpha Spatial predicts single-cell gene expression from histology using language-guided models, improving accuracy with matched biological context and outperforming existing methods in breast cancer analysis.

This study uses machine learning to predict antimicrobial peptides (AMPs) for ulcerative colitis therapy, showing improved disease parameters in a mouse model.