He showed an early talent and affection for music and languages.
As a young man he considered a career as a pianist and he spoke French, Italian, Spanish, Russian and Yiddish.
In the crisis years around 1930 he joined Verein Sozialistischer Ärzte (The Association of Socialist Doctors) and co-founded a center for drug addicts.
After World War II he became director of the psychiatric clinic in Erlangen.
In 1947 Leibbrand was appointed to a tenured professorship in the history of medicine at the University of Erlangen.