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Will they participate? predicting patients' response to clinical trial invitations in a pediatric emergency department

OPEN Journal of the American Medical Informatics Association : JAMIA | 29 Apr 2016

Y Ni, AF Beck, R Taylor, J Dyas, I Solti, J Grupp-Phelan and JW Dexheimer
Abstract
(1) To develop an automated algorithm to predict a patient’s response (ie, if the patient agrees or declines) before he/she is approached for a clinical trial invitation; (2) to assess the algorithm performance and the predictors on real-world patient recruitment data for a diverse set of clinical trials in a pediatric emergency department; and (3) to identify directions for future studies in predicting patients' participation response.
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Concepts
Patient, Clinical trial, Hospital, Forecasting, ClinicalTrials.gov, Future, Futurology, Prediction
MeSH headings
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