One of the many debates in the philosophy of race is whether we should eliminate or conserve discourse, thought, and practices reliant on racial terms and categories (i.e., race-talk). In this paper, I consider this debate in the context of medicine. The recent resurgence in anti-racist activism and the COVID-19 pandemic have prompted philosophers, medical professionals, and the public to (re)consider race, its role in long-standing health disparities, and the utility of race-based medicine. In what follows, I argue that while (...) utility is insufficient for adjudicating permissible uses of race in medicine, eliminativism is neither necessary nor sufficient for dealing with the sort of ills associated with race-based medicine. I, then, use a virtue-based framework to adjudicate morally permissible uses of race in medicine. In doing so, I demonstrate the limitations of eliminativism, offer a decision procedure for determining morally permissible uses of race, and demonstrate that the debate regarding eliminating or preserving race-talk need not depend on conclusive answers to metaphysical questions regarding race. (shrink)