 Spitz had a passion for music in her youth and especially loved the violin.Her uncle, Herman Spitz, was a pathologist and inspired her to pursue a career in medicine.She earned her MD from Vanderbilt University in 1932 and commenced her residency at the New York Infirmary for Women and Children.