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Recognition of medication information from discharge summaries using ensembles of classifiers

BACKGROUND: Extraction of clinical information such as medications or problems from clinical text is an important task of clinical natural language processing (NLP). Rule-based methods are often used in clinical NLP systems because they are easy to adapt and customize. Recently, supervised machine l...

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Bibliografiske detaljer
Main Authors: Doan, Son, Collier, Nigel, Xu, Hua, Duy, Pham Hoang, Phuong, Tu Minh
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3502425/
https://ncbi.nlm.nih.gov/pubmed/22564405
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1472-6947-12-36
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