A benchmark comparison of deterministic and probabilistic methods for defining manual review datasets in duplicate records reconciliation

INTRODUCTION: Clinical databases require accurate entity resolution (ER). One approach is to use algorithms that assign questionable cases to manual review. Few studies have compared the performance of common algorithms for such a task. Furthermore, previous work has been limited by a lack of object...

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Dades bibliogràfiques
Autors principals: Joffe, Erel, Byrne, Michael J, Reeder, Phillip, Herskovic, Jorge R, Johnson, Craig W, McCoy, Allison B, Sittig, Dean F, Bernstam, Elmer V
Format: Artigo
Idioma:Inglês
Publicat: BMJ Publishing Group 2014
Matèries:
Research and Applications
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3912727/
https://ncbi.nlm.nih.gov/pubmed/23703827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2013-001744
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