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An Experience in Psychiatric Record Linkage
The Canadian Journal of Psychiatry, 1988This paper describes a personal experience in setting up a psychiatric record linkage system in an Eastern Ontario city. It discusses the rationale, background and methodology of the Kingston Psychiatric Record Linkage System and includes a detailed description of the practical issues encountered in its establishment and operation.
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WIREs Computational Statistics, 2014
This overview gives background on a number of statistical methods that have been proven effective for record linkage. To prepare data for the main computational algorithms, we need parsing/standardization that allows us to structure the free‐form names, addresses, and other fields into corresponding components. The main parameter‐estimation methods are
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This overview gives background on a number of statistical methods that have been proven effective for record linkage. To prepare data for the main computational algorithms, we need parsing/standardization that allows us to structure the free‐form names, addresses, and other fields into corresponding components. The main parameter‐estimation methods are
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Privacy-Preserving Record Linkage with Spark
2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), 2019Privacy considerations obligate careful and secure processing of personal data. This is especially true when personal data is linked against databases from other organizations. During such endeavors, privacy-preserving record linkage (PPRL) can be utilized to prevent needless exposure of sensitive information to other organizations.
Valkering, Onno, Belloum, Adam
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Towards Privacy-Preserving Record Linkage with Record-Wise Linkage Policy
2017We consider a situation that a large number of individuals contribute their personal data to multiple databases, and an analyst is allowed to issue a request of record linkage across any two of these databases. In such a situation, one concern is that very detailed information about individuals can be eventually obtained by analysts through sequential ...
Wen-jie Lu +3 more
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A Model for Optimum Linkage of Records
Journal of the American Statistical Association, 1968Abstract A model is presented for the frequently recurring problem of linking records from two lists. The criterion for an optimum decision rule is taken to be the minimization of the expected total costs associated with the various actions that may be taken for each pair of records that may be compared.
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