X-Admix: An Interpretable Multimodal Cross-Attention Framework for Integrating Genotype, Local Ancestry, and Social Drivers of Health in Admixed African American Populations
Disease risk in admixed human populations is shaped by interactions among genotype, locus-specific ancestry, and the social environment, but predictive frameworks rarely model these three modalities jointly. We introduce X-Admix, an interpretable multimodal framework integrating genotype, local ancestry, and social dri...