Biomedical research is being transformed by data of unprecedented scale and complexity: population genomics, high-resolution biological imaging and electronic health records. This symposium brings together statisticians, machine learning researchers and biomedical scientists to lay the methodological foundations of this emerging field. Organized in collaboration with the CRM as part of the “Math for Health” thematic semester (August–December 2026).