Dr. Duncan received his medical degree from Tulane University School of Medicine in 1970. He completed his internship in medicine at Charity Hospital in New Orleans in 1971, and an internal medicine residency at the University of Texas Southwestern Medical School in Dallas in1974. He completed a hematology/oncology fellowship at the same institution in 1976. His undergraduate degree was in physics.