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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Detalles Bibliográficos
Autores principales: Ni, Yizhao, Kennebeck, Stephanie, Dexheimer, Judith W, McAneney, Constance M, Tang, Huaxiu, Lingren, Todd, Li, Qi, Zhai, Haijun, Solti, Imre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4433376/
https://www.ncbi.nlm.nih.gov/pubmed/25030032
http://dx.doi.org/10.1136/amiajnl-2014-002887

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4433376/
https://www.ncbi.nlm.nih.gov/pubmed/25030032
http://dx.doi.org/10.1136/amiajnl-2014-002887

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