M2Surv reports higher concordance index than prior multimodal survival models on five TCGA datasets by adding hypergraph-based multi-slide fusion, gene-attention hyperedges, and a memory bank for missing-modality inference.
IEEE Transactions on Image Processing31, 1149–1160 (2022)
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Memory-Augmented Incomplete Multimodal Survival Prediction via Cross-Slide and Gene-Attentive Hypergraph Learning
M2Surv reports higher concordance index than prior multimodal survival models on five TCGA datasets by adding hypergraph-based multi-slide fusion, gene-attention hyperedges, and a memory bank for missing-modality inference.