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Synthesis of a database test bed for evaluating record linkage algorithms
Donald P Connelly1, Boonchai Kijsanayotin, Stuart M Speedie
1Health Informatics,University of Minnesota, Minnesota, USA.
Abstract:
Record linkage algorithm development is a challenging task requiring large databases representative of a target population. As part of an evaluation of a health information exchange project we had the need for a linking algorithm that would not pass protected health information among organizations. We synthesized a test bed for this purpose employing a randomization process and incorporating conditions that represent the study population and possible error generating conditions in real world electronic record systems.
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