A knowledge-based computer consultant system in the medical specialty area of rheumatology is described. The system, called AI/RHEUM, uses artificial intelligence techniques to provide nonrheumatologist physicians with diagnostic assistance in this specialty area. AI/RHEUM contains in a structured knowledge base formal criteria for 26 rheumatologic diseases. The system has been retrospectively tested against 384 clinical cases, with an overall correct diagnostic performance of 94%.