MoPE method integrates transcriptomics and histopathology for better cancer risk models

Arxiv CS.CV (computer vision)

MoPE (Mixture of Pathway Experts) uses privileged distillation to learn from both transcriptomics and histopathology during training but deploys using only histopathology images, solving the RNA profiling scarcity problem. The method improves cancer risk stratification compared to histopathology-only models.

Arxiv CS.CV (computer vision)·Yongxin GuoHao LuOnur KoyunZhengjie ZhuMuhammet DemirMetin Gurcan

8 days ago