Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department

Objectives (1) To develop an automated eligibility screening (ES) approach for clinical trials in an urban tertiary care pediatric emergency department (ED); (2) to assess the effectiveness of natural language processing (NLP), information extraction (IE), and machine learning (ML) techniques on rea...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Ni, Yizhao, Kennebeck, Stephanie, Dexheimer, Judith W, McAneney, Constance M, Tang, Huaxiu, Lingren, Todd, Li, Qi, Zhai, Haijun, Solti, Imre
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2015
Assuntos:
Research and Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4433376/
https://ncbi.nlm.nih.gov/pubmed/25030032
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2014-002887
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