Standardizing clinical laboratory data for secondary use

► Current publicly available clinical databases are not coded using national vocabulary standards. ► We are mapping the MIMIC-II ICU database to standard terminologies such as LOINC. ► Our mappings are incorporated into successive releases of the database. ► We have developed mapping guidelines based on our experience.