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IHGAMP: pan-cancer prediction of homologous recombination deficiency from routine H&E whole-slide images using OpenCLIP and OpenSlideFM foundation models. Validated on 19,996 TCGA WSIs across 31 cancer types and 7 external cohorts. APMIS 134(4):e70211, 2026.