Graph Mamba Survival Analysis Based on Topology-Aware ordering

This paper addresses challenges in Whole Slide Images (WSIs) survival analysis, specifically the computational bottleneck of Transformers and Mamba's sensitivity to input order and unidirectional architecture. It proposes a novel approach to overcome Mamba's limitations in capturing topological connectivity and bidirectional spatial structures.