Active learning: a step towards automating medical concept extraction.

Objective: This paper presents an automatic, active learning-based system for the extraction of medical concepts from clinical free-text reports. Specifically, (1) the contribution of active learning in reducing the annotation effort and (2) the robustness of incremental active learning framework ac...

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Detalles Bibliográficos
Publicado en:Journal of the American Medical Informatics Association Vol. 23; no. 2; pp. 289 - 297
Autores principales: Kholghi, Mahnoosh, Sitbon, Laurianne, Zuccon, Guido, Nguyen, Anthony
Formato: equations & formulas research tables/charts Journal Article
Publicado: Oxford University Press / USA Mar2016
Acceso en línea:Ver este registro en EBSCOhost