 Neuzil studied zoology at the University of Maryland, College Park and graduated summa cum laude in 1983.She was a medical student at Johns Hopkins University, where she was a member of Alpha Omega Alpha.She completed her residency at Vanderbilt University, where she specialised in internal medicine in 1987.