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Databases and Information Systems
Electronic Theses and Dissertations
Daniel Felix Ritchie School of Engineering and Computer Science
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Full-Text Articles in Physical Sciences and Mathematics
Probabilistic Record Linkage With Elliptic Curve Operations, Shreya Dhiren Patel
Probabilistic Record Linkage With Elliptic Curve Operations, Shreya Dhiren Patel
Electronic Theses and Dissertations
Federated query processing for an electronic health record infrastructure enables large epidemiology studies using data integrated from geographically dispersed medical institutions. However, government imposed privacy regulations prohibit disclosure of patient's health record outside the context of clinical care, thereby making it difficult to determine which records correspond to the same entity in the process of query aggregation.
Privacy-preserving record linkage is an actively pursued research area to facilitate the linkage of database records under the constraints of regulations that do not allow the linkage agents to learn sensitive identities of record owners. In earlier works, scalability has been shown to …