Tran received her medical degree at the Medical College of Virginia School of Medicine. She performed her residency in anesthesiology and critical care medicine at the Johns Hopkins University School of Medicine.She is certified by the American Board of Anesthesiology and is a member of the American Society of Anesthesiology.