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The accurate linking of records (entity resolution) is an important task for the healthcare industry, government, law enforcement, and the private sector, for obvious reasons.
An established population-based record linkage system allows linking of records relating to individual patients both within and between these datasets.
13 The Demographics Batch Service undertakes the automatic linking of records to the PDS by first name, surname, gender and date of birth.
Linking of records was performed by the Norwegian Prescription Database and the Norwegian Social Science Data Service who finally supplied us with the anonymous data file.
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Forty incident childhood cancers (including 11 leukemias, 9 brain cancers, and 4 lymphomas) were identified among these children (with follow-up through 19 years of age) through the linking of birth records to the provincial cancer registry.
Joint registers typically define revision by linking of patients' operation records.
Cross-sectional studies based on the linking of birth and death records could not access relevant confounders [ 7, 9].
The combining, or linking, of two separate datasets was first proposed by Dunn in 1946 [ 1] with Newcombe and colleagues, in the late 1950' and 1960's, pioneering work on the linking of medical records.
Seventy-nine percent of these cases linked to records in both the APDC and Medicare claims data, 14% linked to Medicare claims records only, 6% linked to APDC records only and 1% did not link to records in either.
When linking any pair of records four outcomes are possible: a true link (true positive), no link (true negative), a mis-link (false positive) and a missed link (false negative).
In this context, "the process of linking client records does not need to be 100% accurate.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com