We have developed a faculty research interests resource by "mining" MEDLINE for relationships that are not directly queryable through the normal MEDLINE schema. Faculty citations are retrieved and World-Wide Web pages built to interconnect authors, their citations, and the MeSH terms that have been assigned to these citations. The design and development of the resource are discussed and examples of the results illustrated.