Scott Levin

Scott Levin

Johns Hopkins University

H-index: 32

North America-United States

About Scott Levin

Scott Levin, With an exceptional h-index of 32 and a recent h-index of 27 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of healthcare systems engineering, health informatics, triage.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

A-155 Unlocking the Complete Blood Count: Derivation of a Single-Panel Laboratory Test That Includes Monocyte Distribution Width to Create a Universal Sepsis Screening Tool

A Pilot Machine Learning Study Using Trauma Admission Data to Identify Risk for High Length of Stay

Data-Driven Approach Yields New Approach for Emergency Department Triage

Predictors of follow-Up appointment no-shows before and during COVID among adults with type 2 diabetes

Artificial intelligence-based clinical decision support for liver transplant evaluation and considerations about fairness: A qualitative study

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

Critical interactions between race and the highly granular area deprivation index in liver transplant evaluation

Scott Levin Information

University

Position

Associate Professor

Citations(all)

5004

Citations(since 2020)

3016

Cited By

3167

hIndex(all)

32

hIndex(since 2020)

27

i10Index(all)

67

i10Index(since 2020)

61

Email

University Profile Page

Johns Hopkins University

Google Scholar

View Google Scholar Profile

Scott Levin Skills & Research Interests

healthcare systems engineering

health informatics

triage

Top articles of Scott Levin

Title

Journal

Author(s)

Publication Date

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

Jeremiah S Hinson

Xihan Zhao

Eili Klein

Oluwakemi Badaki‐Makun

Richard Rothman

...

2024/4

A-155 Unlocking the Complete Blood Count: Derivation of a Single-Panel Laboratory Test That Includes Monocyte Distribution Width to Create a Universal Sepsis Screening Tool

Clinical Chemistry

JS Hinson

N Sarani

A Smith

A Debraine

OS Badaki-Makun

...

2023/10

A Pilot Machine Learning Study Using Trauma Admission Data to Identify Risk for High Length of Stay

Surgical Innovation

David P Stonko

Jennine H Weller

Andres J Gonzalez Salazar

Hossam Abdou

Joseph Edwards

...

2023/6

Data-Driven Approach Yields New Approach for Emergency Department Triage

Jeremiah S Hinson

Scott Levin

2023/12/6

Predictors of follow-Up appointment no-shows before and during COVID among adults with type 2 diabetes

Telemedicine and e-Health

Chun-An Sun

Nancy Perrin

Nisa Maruthur

Susan Renda

Scott Levin

...

2023/6/1

Artificial intelligence-based clinical decision support for liver transplant evaluation and considerations about fairness: A qualitative study

Hepatol Commun

Strauss AT

2023

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

JAMIA Open

Stephanie Teeple

Aria Smith

Matthew Toerper

Scott Levin

Scott Halpern

...

2023/12/1

Critical interactions between race and the highly granular area deprivation index in liver transplant evaluation

Clin Transplant.

Strauss AT

2023/2

Experiences and perceptions of telehealth visits in diabetes care during and after the Covid-19 pandemic among adults with type 2 diabetes and their providers: qualitative study

JMIR diabetes

Chun-An Sun

Zachary Shenk

Susan Renda

Nisa Maruthur

Stanley Zheng

...

2023/7/18

Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a multi-site retrospective propensity-adjusted analysis

Intensive Care Medicine

Michael R Ehmann

Jonathon Mitchell

Scott Levin

Aria Smith

Steven Menez

...

2023/2

Monocyte distribution width as a diagnostic marker for infection: a systematic review and meta-analysis

Alexandra Malinovska

Benjamin Hernried

Andrew Lin

Oluwakemi Badaki-Makun

Katherine Fenstermacher

...

2023/7/1

Epidemiology and Clinical Outcomes of Community-Acquired Acute Kidney Injury in the Emergency Department: A Multisite Retrospective Cohort Study

American Journal of Kidney Diseases

Michael R Ehmann

Eili Y Klein

Xihan Zhao

Jonathon Mitchell

Steven Menez

...

2023/12

Optimal acute kidney injury algorithm for detecting acute kidney injury at emergency department presentation

Kidney Medicine

Michael R Ehmann

Jeremiah S Hinson

Steven Menez

Aria Smith

Eili Y Klein

...

2023/2/1

895. Multisite Derivation and Validation of Machine Learning Models to Predict Severe Influenza Outcomes in Emergency Department Patients

Open Forum Infectious Diseases

Jeremiah S Hinson

Xihan Zhao

Katherine ZJ Fenstermacher

Richard E Rothman

Oluwakemi Badaki-Makun

...

2023/12

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

Journal of Hospital Infection

Diego A Martínez

Jiarui Cai

Gary Lin

Katherine E Goodman

Rajib Paul

...

2023/6/1

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

Scientific reports

Oluwakemi Badaki-Makun

Scott Levin

Arnaud Debraine

Benjamin Hernried

Alexandra Malinovska

...

2022/12/13

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

Journal of the American College of Emergency Physicians Open

Alexandra Malinovska

Jeremiah S Hinson

Oluwakemi Badaki‐Makun

Benjamin Hernried

Aria Smith

...

2022/4

Multicenter study of racial and ethnic inequities in liver transplantation evaluation: Understanding mechanisms and identifying solutions

Liver Transplantation

Alexandra T Strauss

Carolyn N Sidoti

Tanjala S Purnell

Hannah C Sung

John W Jackson

...

2022/12/1

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

Alexandra T Strauss

Cameron Morgan

Christopher El Khuri

Becky Slogeris

Aria G Smith

...

2022/3/23

Cost-effectiveness of carbapenem-resistant Enterobacteriaceae (CRE) surveillance in Maryland

Infection Control & Hospital Epidemiology

Gary Lin

Katie K Tseng

Oliver Gatalo

Diego A Martinez

Jeremiah S Hinson

...

2022/9

See List of Professors in Scott Levin University(Johns Hopkins University)

Co-Authors

H-index: 60
Richard E. Rothman

Richard E. Rothman

Johns Hopkins University

H-index: 46
Aaron M Milstone

Aaron M Milstone

Johns Hopkins University

H-index: 46
Eili Klein

Eili Klein

Johns Hopkins University

H-index: 42
Ayse P Gurses

Ayse P Gurses

Johns Hopkins University

H-index: 38
David N. Hager

David N. Hager

Johns Hopkins University

H-index: 27
Sauleh Siddiqui

Sauleh Siddiqui

American University

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