MRePath uses sheaf hypergraphs on pathology patches plus dynamic weighting to fuse genomics, reaching a mean C-Index of 71.5%, about 3 points above prior multimodal baselines on five TCGA datasets.
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Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance
MRePath uses sheaf hypergraphs on pathology patches plus dynamic weighting to fuse genomics, reaching a mean C-Index of 71.5%, about 3 points above prior multimodal baselines on five TCGA datasets.