MIST: Multimodal Survival Prediction with Genomic-Guided Histology Attention
Across four external evaluations in colon, renal, lung, and glioblastoma cohorts, MIST improves external C-index over standard fusion baselines in the primary comparisons, which support genomic-guided histology attention as a compact and effective strategy for multimodal oncology outcome prediction.
Muhammet Sami Yavuz, Sabri Mustafa Kahya, Richard R. Chen et al.
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