ICFNet fuses histology images, genomics, demographics, and treatment text with optimal-transport attention and reports higher C-index than prior methods on five TCGA cancer datasets.
Mmp-1 is overexpressed in triple-negative breast cancer tissues and the knockdown of mmp-1 expression inhibits tumor cell malignant behaviors in vitro,
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ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction
ICFNet fuses histology images, genomics, demographics, and treatment text with optimal-transport attention and reports higher C-index than prior methods on five TCGA cancer datasets.