 Conway-Welch entered Georgetown University School of Nursing at age 16 on a full scholarship.She earned degrees from Georgetown, Catholic University School of Nursing, and New York University, where she received her doctorate.Conway-Welch began her career as a labor and delivery staff nurse at Georgetown University in the 1960s.