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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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Detalhes bibliográficos
Main Authors: Joffe, Erel, Byrne, Michael J, Reeder, Phillip, Herskovic, Jorge R, Johnson, Craig W, McCoy, Allison B, Sittig, Dean F, Bernstam, Elmer V
Formato: Artigo
Idioma:Inglês
Publicado em: BMJ Publishing Group 2014
Assuntos:
Acesso em linha: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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