Scalable 3D cell-interaction analysis via supercell graphs for prostate cancer risk stratification
Yujie Zhao, Sarah S. L. Chow, Renao Yan, David Brenes, Robert Serafin, Cristina Almagro-Pérez, Andrew H. Song, Priti Lal, Emily Chan, Michelle R. Downes, Elena Baraznenok, Jennifer Salguero López, Anant Madabhush, Faisal Mahmood, Lawrence D. True, Jonathan T.C. Liu
SCALE3D improves prostate cancer risk prediction by analyzing 3D cell interactions through supercell graphs, outperforming traditional features and reducing computational demands.
bioRxiv · Jul 11, 2026 · PreprintPathology