Graph Mamba Survival Analysis for Whole Slide Images

Arxiv CS.LG (machine learning)

Paper proposes Graph Mamba Survival Analysis (GMSA) with topology-aware ordering for patient prognosis from Whole Slide Images. The method combines Graph Neural Networks and State Space Models to capture long-range dependencies in computational pathology, addressing challenges of high resolution and spatial irregularity.

graph-mamba

Arxiv CS.LG (machine learning)·Yuanfang ChenPeiqiang YanYuntao ShouQian ZhaoXiangyong Cao

8 days ago