From NKAA, Notable Kentucky African Americans Database (main entry)
Hospitals and Nurse Training Schools for Negroes in KY, 1921-22
The names of the hospitals and nurse training schools for Negroes in Kentucky are listed on p. 371 of the 1921-22 Negro Year Book [available at Google Book Search]. Three facilities were listed in the 1916 Negro Year Book [available at Google Book Search], and that number had increased to six by 1921.
Anderson Sanitarium in Somerset, KY. The facility, a tuberculosis treatment clinic, was owned by James S. Anderson, a doctor of herbal medicine. The three story structure was referred to as Unity Hill Sanitarium. For more see the NKAA entry for James S. Anderson.