The Aspirus Library, formally known as the Dr Joseph F Smith Medical Library, is a research resource for physicians, residents, PAs, NPs, nurses, allied health professionals, employees, and students.

Dr Smith established an endowment to create and fund additions to the Medical Library in 1948.