In 1994, Cunningham received a M.D. from University of California, San Francisco. She continued her training as an intern at San Francisco General Hospital before moving to New York City for her Residency in Internal Medicine at New York University. In 2008, Cunningham got an M.S. in clinical epidemiology from Yeshiva University's Albert Einstein College of Medicine.