Automated matching software for clinical trials eligibility: Measuring efficiency and flexibility
نویسندگان
چکیده
منابع مشابه
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 real-world clinical data and trials. DATA AND METHODS We collected eligibility criteria for 13 ran...
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BACKGROUND Manual eligibility screening (ES) for a clinical trial typically requires a labor-intensive review of patient records that utilizes many resources. Leveraging state-of-the-art natural language processing (NLP) and information extraction (IE) technologies, we sought to improve the efficiency of physician decision-making in clinical trial enrollment. In order to markedly reduce the poo...
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ژورنال
عنوان ژورنال: Contemporary Clinical Trials
سال: 2010
ISSN: 1551-7144
DOI: 10.1016/j.cct.2010.03.005