HOPE: Interpretable Histology Analysis with Spatial Omics-Derived Signatures for Precision Oncology
T Wang, Matthew F Bieniosek, T J Krpicak, Mingyuan Luan, Benjamin Ruf, Christian M. Schürch, Aaron T. Mayer, Ruibang Luo, Alexandro E. Trevino, Zhenqin Wu
HOPE learns tumor microenvironment signatures from paired H&E and spatial omics data to improve prognostic stratification using H&E images alone.
bioRxiv · Jun 6, 2026 · PreprintBioinformatics