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Exploratory data analysis.

By Shiying Hao (659634), Bo Jin (169366), Andrew Young Shin (659635), Yifan Zhao (659636), Chunqing Zhu (659637), Zhen Li (49109), Zhongkai Hu (528655), Changlin Fu (370208), Jun Ji (82053), Yong Wang (12837), Yingzhen Zhao (528654), Dorothy Dai (659638), Devore S. Culver (659639), Shaun T. Alfreds (659640), Todd Rogow (659641), Frank Stearns (659642), Karl G. Sylvester (134943), Eric Widen (659643) and Xuefeng B. Ling (424048)


<p>A. “Time to event” analysis. The ED revisit “time-to-event curve” showed a pattern of a rapid accrual with a stable and consistent ED visit rate thereafter. The population ED revisit curves, of patients with or without past history of ED visits, decreased significantly within 30 days from the ED discharge time, indicating that a 30-day cutoff is clinically reasonable. B. Our analysis found that both the total number and the percentage of patients with future 30-day ED visits increased as a functional of either the distinct chronic diagnoses (left panel) or the ED visit counts (right) in the prior 12 months.</p

Topics: Biological Sciences, future integration, FindingsA decision tree, ED risk score, ED use, healthcare expense, ED care work flow, ED visit, 30 days, Health Information Exchange, patient ED 30 day, ED utilization.Methods, discharge date, retrospective cohort, discriminant Electronic Medical Record, risk prediction, Emergency Department Revisit 30 Days Post Discharge, Maine State HIN, Emergency Department, ED resource burden, patient population, emr, data system, ED care, Prospective Study BackgroundAmong patients, hie, care intervention, Cluster analysis, Clinical resource utilization
Year: 2014
DOI identifier: 10.1371/journal.pone.0112944.g003
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Provided by: FigShare
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