Wikipedia Human Medicine Corpus is a bilingual—Spanish-English—single-label corpus composed of 2,143 documents extracted from Wikipedia about human medicine written in English, and 469 documents written in Spanish, classified into the following 22 categories: Alternative medicine, Cardiology, Endocrinology, Forensics, Gastroenterology, Human genetics, Geriatrics, Gerontology, Gynecology, Hematology, Nephrology, Neurology, Obstetrics, Oncology, Ophthalmology, Orthopedical surgical procedures, Pathology, Pediatrics, Psychiatry, Rheumatology, Surgery and Urology.