Publications by authors named "Matthew Toerper"

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Use of Epic to facilitate high-quality randomization of emergency department-based pragmatic clinical trials.
Matthew F Toerper, Jason Haukoos, Emily Hopkins, Sarah E Rowan, Michael S Lyons

Clin Trials· April 2025

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Multisite development and validation of machine learning models to predict severe outcomes and guide decision-making for emergency department patients with influenza.
Jeremiah S Hinson, Xihan Zhao, Eili Klein, Oluwakemi Badaki-Makun, Richard Rothman, Matthew Toerper

J Am Coll Emerg Physicians Open· April 2024

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Exploring the impact of missingness on racial disparities in predictive performance of a machine learning model for emergency department triage.
Stephanie Teeple, Aria Smith, Matthew Toerper, Scott Levin, Scott Halpern

JAMIA Open· December 2023

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Monocyte distribution width as a pragmatic screen for SARS-CoV-2 or influenza infection.
Oluwakemi Badaki-Makun, Scott Levin, Arnaud Debraine, Benjamin Hernried, Alexandra Malinovska, Matthew Toerper

Sci Rep· December 2022

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Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions.
Jeremiah S Hinson, Eili Klein, Aria Smith, Matthew Toerper, Trushar Dungarani

NPJ Digit Med· July 2022

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Monocyte distribution width as part of a broad pragmatic sepsis screen in the emergency department.
Alexandra Malinovska, Jeremiah S Hinson, Oluwakemi Badaki-Makun, Benjamin Hernried, Aria Smith, Matthew Toerper

J Am Coll Emerg Physicians Open· April 2022

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The Determining Effective Testing in Emergency Departments and Care Coordination on Treatment Outcomes (DETECT) for Hepatitis C (Hep C) Screening Trial: rationale and design of a multi-center pragmatic randomized clinical trial of hepatitis C screening in emergency departments.
Jason S Haukoos, Sarah E Rowan, James W Galbraith, Richard E Rothman, Yu-Hsiang Hsieh, Matthew F Toerper

Trials· April 2022

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Improving antimicrobial prescribing for upper respiratory infections in the emergency department: Implementation of peer comparison with behavioral feedback.
George F Jones, Valeria Fabre, Jeremiah Hinson, Scott Levin, Matthew Toerper

Antimicrob Steward Healthc Epidemiol· December 2021

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Comparison of HIV Screening Strategies in the Emergency Department: A Randomized Clinical Trial.
Jason S Haukoos, Michael S Lyons, Richard E Rothman, Douglas A E White, Emily Hopkins, Matthew F Toerper

JAMA Netw Open· July 2021

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The HIV Screening Cascade: Current Emergency Department-Based Screening Strategies Leave Many Patients With HIV Undiagnosed.
Amir M Mohareb, Anuj V Patel, Oliver B Laeyendecker, Matthew F Toerper, Danielle Signer

J Acquir Immune Defic Syndr· May 2021

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Readmission Risk Trajectories for Patients With Heart Failure Using a Dynamic Prediction Approach: Retrospective Study.
Wei Jiang, Sauleh Siddiqui, Sean Barnes, Lili A Barouch, Frederick Korley, Matthew Toerper

JMIR Med Inform· September 2019

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Evaluation of multidisciplinary collaboration in pediatric trauma care using EHR data.
Ashimiyu B Durojaiye, Scott Levin, Matthew Toerper, Hadi Kharrazi, Harold P Lehmann

J Am Med Inform Assoc· June 2019

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Predicting probability of perirectal colonization with carbapenem-resistant Enterobacteriaceae (CRE) and other carbapenem-resistant organisms (CROs) at hospital unit admission.
Katherine E Goodman, Patricia J Simner, Eili Y Klein, Abida Q Kazmi, Avinash Gadala, Matthew F Toerper

Infect Control Hosp Epidemiol· May 2019

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Linking Electronic Health Record and Trauma Registry Data: Assessing the Value of Probabilistic Linkage.
Ashimiyu B Durojaiye, Lisa L Puett, Scott Levin, Matthew Toerper, Nicolette M McGeorge

Methods Inf Med· November 2018

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Linking Electronic Health Record and Trauma Registry Data: Assessing the Value of Probabilistic Linkage.
Ashimiyu B Durojaiye, Lisa L Puett, Scott Levin, Matthew Toerper, Nicolette M McGeorge

Methods Inf Med· November 2018

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Hospital Surge Capacity: A Web-Based Simulation Tool for Emergency Planners.
Matthew F Toerper, Gabor D Kelen, Lauren M Sauer, Jamil D Bayram, Christina Catlett

Disaster Med Public Health Prep· August 2018

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Machine-Learning-Based Electronic Triage More Accurately Differentiates Patients With Respect to Clinical Outcomes Compared With the Emergency Severity Index.
Scott Levin, Matthew Toerper, Eric Hamrock, Jeremiah S Hinson, Sean Barnes

Ann Emerg Med· May 2018

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Accuracy of emergency department triage using the Emergency Severity Index and independent predictors of under-triage and over-triage in Brazil: a retrospective cohort analysis.
Jeremiah S Hinson, Diego A Martinez, Paulo S K Schmitz, Matthew Toerper, Danieli Radu

Int J Emerg Med· January 2018

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The Effect of Medicaid Expansion on Utilization in Maryland Emergency Departments.
Eili Y Klein, Scott Levin, Matthew F Toerper, Michael D Makowsky, Tim Xu

Ann Emerg Med· November 2017

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Risk of Acute Kidney Injury After Intravenous Contrast Media Administration.
Jeremiah S Hinson, Michael R Ehmann, Derek M Fine, Elliot K Fishman, Matthew F Toerper

Ann Emerg Med· May 2017

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Association of a Clinical Practice Guideline With Blood Culture Use in Critically Ill Children.
Charlotte Z Woods-Hill, James Fackler, Kristen Nelson McMillan, Judith Ascenzi, Diego A Martinez, Matthew F Toerper

JAMA Pediatr· February 2017

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Electronic Tracking of Patients in an Outpatient Ophthalmology Clinic to Improve Efficient Flow: A Feasibility Analysis and Benchmarking Study.
Eric L Singman, Chantal V Haberman, Jeffrey Appelbaum, Jing Tian, Karen Shafer, Matthew Toerper

Qual Manag Health Care· January 2017

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An Electronic Emergency Triage System to Improve Patient Distribution by Critical Outcomes.
Andrea Freyer Dugas, Thomas D Kirsch, Matthew Toerper, Fred Korley, Gayane Yenokyan

J Emerg Med· June 2016

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Real-time prediction of inpatient length of stay for discharge prioritization.
Sean Barnes, Eric Hamrock, Matthew Toerper, Sauleh Siddiqui, Scott Levin

J Am Med Inform Assoc· April 2016

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Cardiac catheterization laboratory inpatient forecast tool: a prospective evaluation.
Matthew F Toerper, Eleni Flanagan, Sauleh Siddiqui, Jeff Appelbaum, Edward K Kasper

J Am Med Inform Assoc· April 2016

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