We develop AI‑powered frameworks that integrate genetics, genomics, epigenomics, radiomics, and clinical phenotypes at different scales. We build computational models to predict one modality given another, learn joint distribution, perform conditional inference, etc. Beyond association, our ultimate goal is to identify cross‑modal causal pathways (e.g., how exposures propagate through molecular layers to influence phenotypes).