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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Detalles Bibliográficos
Publicado en:Journal of the American Medical Informatics Association Vol. 21; no. 1; pp. 97 - 105
Autores principales: Joffe, Erel, Byrne, Michael J, Reeder, Phillip, Herskovic, Jorge R, Johnson, Craig W, McCoy, Allison B, Sittig, Dean F, Bernstam, Elmer V
Formato: research Journal Article
Publicado: Oxford University Press / USA Jan2014
Acceso en línea:Ver este registro en EBSCOhost