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Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions.
NPJ Digit Med. 2022 Jul 16;5(1):94. doi: 10.1038/s41746-022-00646-1.
NPJ Digit Med. 2022.
PMID: 35842519
Free PMC article.
In this study, we developed, implemented and evaluated an electronic health record (EHR) embedded clinical decision support (CDS) system that leverages machine learning (ML) to estimate short-term risk for clinical deterioration in patients with or under investigation for …
In this study, we developed, implemented and evaluated an electronic health record (EHR) embedded clinical decision support (CDS) system tha …
Cost-effectiveness of carbapenem-resistant Enterobacteriaceae (CRE) surveillance in Maryland.
Lin G, Tseng KK, Gatalo O, Martinez DA, Hinson JS, Milstone AM, Levin S, Klein E; CDC Modeling Infectious Diseases in Healthcare Program.
Lin G, et al. Among authors: hinson js.
Infect Control Hosp Epidemiol. 2022 Sep;43(9):1162-1170. doi: 10.1017/ice.2021.361. Epub 2021 Oct 22.
Infect Control Hosp Epidemiol. 2022.
PMID: 34674791
Free PMC article.
DESIGN: We developed a computational model that included patient movement between acute-care hospitals (ACHs), long-term care facilities (LTCFs), and communities to simulate the transmission and epidemiology of CRE. ...
DESIGN: We developed a computational model that included patient movement between acute-care hospitals (ACHs), long-term care facilit …
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Risk of Acute Kidney Injury Associated With Medication Administration in the Emergency Department.
Hinson JS, Ehmann MR, Al Jalbout N, Ortmann MJ, Zschoche J, Klein EY.
Hinson JS, et al.
J Emerg Med. 2020 Mar;58(3):487-496. doi: 10.1016/j.jemermed.2019.11.034. Epub 2020 Jan 15.
J Emerg Med. 2020.
PMID: 31952871
Nephroprotective practices in the ED may mitigate kidney injury and long-term adverse outcomes....
Nephroprotective practices in the ED may mitigate kidney injury and long-term adverse outcomes....
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