Before becoming a physician, Dr. Rives was a teaching assistant and tutor at Swarthmore College, where she graduate Phi Beta Kappa. After graduating from medical school, she was awarded a graduate research fellowship from the National Science Foundation. In recent years, she has worked as a staff radiologist at various hospitals in the Boston area and lectured at Tufts University before joining the Boston University faculty.