Using an ensemble system to improve concept extraction from clinical records

► An ensemble system performs substantially better than the best individual system. ► Combination of the individual systems by a simple voting scheme is straightforward. ► An ensemble system allows the balancing of precision versus recall. ► The ensemble system is freely available, extensible, integrable, and retainable.