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Generalized Record Linkage System – Statistics Canada’s Record Linkage Software
Austrian Journal of Statistics, 2016 The Generalized Record Linkage System is a probabilistic record linkage system designed for use by a wide range of statistical applications. It is part of a toolbox of generalized systems developed at Statistics Canada in response to business and health ...
Martha Fair
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Efficient Record Linkage Algorithms Using Complete Linkage Clustering. [PDF]
PLoS ONE, 2016 Data from different agencies share data of the same individuals. Linking these datasets to identify all the records belonging to the same individuals is a crucial and challenging problem, especially given the large volumes of data.
Abdullah-Al Mamun +2 more
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Fast Record Linkage for Company Entities [PDF]
2019 IEEE International Conference on Big Data (Big Data), 2019 Record linkage is an essential part of nearly all real-world systems that consume structured and unstructured data coming from different sources. Typically no common key is available for connecting records.
T. Gschwind +4 more
semanticscholar +1 more source
Building a repository for record linkage
International Journal of Population Data Science, 2018 ICPSR is building LinkageLibrary, a repository and community space for researchers involved in linking and combining datasets, as a collaboration between social, statistical, and computer scientists. Unlike surveys or experiments where causal and outcome variables are measured in tandem, it is often necessary when working with organic, non-design data ...
Abay Israel +3 more
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Record Linkage Project Process Model
International Journal of Population Data Science, 2017 Objectives In April 2015, a Working Group on Record Linkage was created at Statistics Canada with the objective of achieving a common understanding of the concepts and processes involved in record linkage projects at Statistics Canada.
Richard Trudeau
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Designing privacy for scalable electronic healthcare linkage [PDF]
, 2009 A unified electronic health record (EHR) has potentially immeasurable benefits to society, and the current healthcare industry drive to create a single EHR reflects this.
Ajayi, O. +3 more
core +2 more sources
Composing Differential Privacy and Secure Computation: A Case Study on Scaling Private Record Linkage [PDF]
Conference on Computer and Communications Security, 2017 Private record linkage (PRL) is the problem of identifying pairs of records that are similar as per an input matching rule from databases held by two parties that do not trust one another. We identify three key desiderata that a PRL solution must ensure:
Xi He +3 more
semanticscholar +1 more source
Validating Distance-Based Record Linkage with Probabilistic Record Linkage [PDF]
, 2002 This work compares two alternative methods for record linkage: distance based and probabilistic record linkage. It compares the performance of both approaches when data is categorical. To that end, a distance over ordinal and nominal scales is defined.
Josep Domingo-Ferrer, Vicenç Torra
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Journal of Innovation in Health Informatics, 2017 Background: The pseudonymisation algorithm used to link together episodes of care belonging to the same patient in England [Hospital Episode Statistics ID (HESID)] has never undergone any formal evaluation to determine the extent of data linkage error ...
Gareth Hagger-Johnson +4 more
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Infectious Agents and Cancer, 2019 The impact of South Africa’s high human immunodeficiency virus (HIV) burden on cancer risk is not fully understood, particularly in the context of antiretroviral treatment (ART) availability.
T. Dhokotera +7 more
semanticscholar +1 more source