Structural racism, from race-adjusted algorithms to biased machine learning, contributes to and exacerbates health inequities. This commentary calls for developing valid measures of structural racism and a publicly available data infrastructure for researchers. A related study examined the relationship between structural racism and birth outcomes between Black and white patients in Minnesota.