Matthew Toerper

Affiliations

Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.

Publications (11)

Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions.

NPJ digital medicine

Avec: Jeremiah S Hinson , Eili Klein , Aria Smith , Matthew Toerper , Trushar Dungarani , David Hager , Peter Hill , Gabor Kelen , Joshua D Niforatos , R Scott Stephens , Alexandra T Strauss , Scott Levin

Evaluation of multidisciplinary collaboration in pediatric trauma care using EHR data.

Journal of the American Medical Informatics Association : JAMIA

Avec: Ashimiyu B Durojaiye , Scott Levin , Matthew Toerper , Hadi Kharrazi , Harold P Lehmann , Ayse P Gurses

Monocyte distribution width as a pragmatic screen for SARS-CoV-2 or influenza infection.

Scientific reports

Avec: Oluwakemi Badaki-Makun , Scott Levin , Arnaud Debraine , Benjamin Hernried , Alexandra Malinovska , Aria Smith , Matthew Toerper , Katherine Z J Fenstermacher , Taylor Cottle , Malgorzata Latallo , Richard E Rothman , Jeremiah S Hinson

Readmission Risk Trajectories for Patients With Heart Failure Using a Dynamic Prediction Approach: Retrospective Study.

JMIR medical informatics

Avec: Wei Jiang , Sauleh Siddiqui , Sean Barnes , Lili A Barouch , Frederick Korley , Diego A Martinez , Matthew Toerper , Stephanie Cabral , Eric Hamrock , Scott Levin

Monocyte distribution width as part of a broad pragmatic sepsis screen in the emergency department.

Journal of the American College of Emergency Physicians open

Avec: Alexandra Malinovska , Jeremiah S Hinson , Oluwakemi Badaki-Makun , Benjamin Hernried , Aria Smith , Arnaud Debraine , Matthew Toerper , Richard E Rothman , Thomas Kickler , Scott Levin

A Patient Outcomes-Driven Feedback Platform for Emergency Medicine Clinicians: Human-Centered Design and Usability Evaluation of Linking Outcomes Of Patients (LOOP).

JMIR human factors

Avec: Alexandra T Strauss , Cameron Morgan , Christopher El Khuri , Becky Slogeris , Aria G Smith , Eili Klein , Matt Toerper , Anthony DeAngelo , Arnaud Debraine , Susan Peterson , Ayse P Gurses , Scott Levin , Jeremiah Hinson

Multisite development and validation of machine learning models to predict severe outcomes and guide decision-making for emergency department patients with influenza.

Journal of the American College of Emergency Physicians open

Avec: Jeremiah S Hinson , Xihan Zhao , Eili Klein , Oluwakemi Badaki-Makun , Richard Rothman , Martin Copenhaver , Aria Smith , Katherine Fenstermacher , Matthew Toerper , Andrew Pekosz , Scott Levin

Exploring the impact of missingness on racial disparities in predictive performance of a machine learning model for emergency department triage.

JAMIA open

Avec: Stephanie Teeple , Aria Smith , Matthew Toerper , Scott Levin , Scott Halpern , Oluwakemi Badaki-Makun , Jeremiah Hinson

The Role of Healthcare Worker-Mediated Contact Networks in the Transmission of Vancomycin-Resistant

Open forum infectious diseases

Avec: Eili Y Klein , Katie K Tseng , Jeremiah Hinson , Katherine E Goodman , Aria Smith , Matt Toerper , Joe Amoah , Pranita D Tamma , Scott R Levin , Aaron M Milstone

Improving antimicrobial prescribing for upper respiratory infections in the emergency department: Implementation of peer comparison with behavioral feedback.

Antimicrobial stewardship & healthcare epidemiology : ASHE

Avec: George F Jones , Valeria Fabre , Jeremiah Hinson , Scott Levin , Matthew Toerper , Jennifer Townsend , Sara E Cosgrove , Mustapha Saheed , Eili Y Klein

Modelling interventions and contact networks to reduce the spread of carbapenem-resistant organisms between individuals in the ICU.

The Journal of hospital infection

Avec: D A Martínez , J Cai , G Lin , K E Goodman , R Paul , J Lessler , S R Levin , M Toerper , P J Simner , A M Milstone , E Y Klein , Auteur inconnu

Réseau de co-auteurs

Scott Levin 9 collaborations

Aria Smith 6 collaborations

Jeremiah S Hinson 4 collaborations

Oluwakemi Badaki-Makun 4 collaborations

Jeremiah Hinson 4 collaborations

Eili Klein 3 collaborations

Arnaud Debraine 3 collaborations

Alexandra T Strauss 2 collaborations

Ayse P Gurses 2 collaborations

Benjamin Hernried 2 collaborations

Alexandra Malinovska 2 collaborations

Richard E Rothman 2 collaborations

Matt Toerper 2 collaborations

Eili Y Klein 2 collaborations

Trushar Dungarani 1 collaboration

David Hager 1 collaboration

Peter Hill 1 collaboration

Gabor Kelen 1 collaboration

Joshua D Niforatos 1 collaboration

R Scott Stephens 1 collaboration

Ashimiyu B Durojaiye 1 collaboration

Hadi Kharrazi 1 collaboration

Harold P Lehmann 1 collaboration

Katherine Z J Fenstermacher 1 collaboration

Taylor Cottle 1 collaboration

Malgorzata Latallo 1 collaboration

Wei Jiang 1 collaboration

Sauleh Siddiqui 1 collaboration

Sean Barnes 1 collaboration

Lili A Barouch 1 collaboration

Frederick Korley 1 collaboration

Diego A Martinez 1 collaboration

Stephanie Cabral 1 collaboration

Eric Hamrock 1 collaboration

Thomas Kickler 1 collaboration

Cameron Morgan 1 collaboration

Christopher El Khuri 1 collaboration

Becky Slogeris 1 collaboration

Aria G Smith 1 collaboration

Anthony DeAngelo 1 collaboration

Susan Peterson 1 collaboration

Xihan Zhao 1 collaboration

Richard Rothman 1 collaboration

Martin Copenhaver 1 collaboration

Katherine Fenstermacher 1 collaboration

Andrew Pekosz 1 collaboration

Stephanie Teeple 1 collaboration

Scott Halpern 1 collaboration

Katie K Tseng 1 collaboration

Katherine E Goodman 1 collaboration

Joe Amoah 1 collaboration

Pranita D Tamma 1 collaboration

Scott R Levin 1 collaboration

Aaron M Milstone 1 collaboration

George F Jones 1 collaboration

Valeria Fabre 1 collaboration

Jennifer Townsend 1 collaboration

Sara E Cosgrove 1 collaboration

Mustapha Saheed 1 collaboration

D A Martínez 1 collaboration

J Cai 1 collaboration

G Lin 1 collaboration

K E Goodman 1 collaboration

R Paul 1 collaboration

J Lessler 1 collaboration

S R Levin 1 collaboration

M Toerper 1 collaboration

P J Simner 1 collaboration

A M Milstone 1 collaboration

E Y Klein 1 collaboration

None None 1 collaboration