Dana P. Edelson, MD, MS

Dana P. Edelson, MD, MS

University of Chicago

H-index: 57

North America-United States

About Dana P. Edelson, MD, MS

Dana P. Edelson, MD, MS, With an exceptional h-index of 57 and a recent h-index of 45 (since 2020), a distinguished researcher at University of Chicago, specializes in the field of cardiac arrest, rapid response systems, sepsis, early warning scores.

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

Development and external validation of deep learning clinical prediction models using variable-length time series data

Society of Critical Care Medicine Guidelines on Recognizing and Responding to Clinical Deterioration Outside the ICU: 2023

Alcohol Withdrawal Severity Measures for Identifying Patients Requiring High-Intensity Care

Multicenter development and prospective validation of eCARTv5: a gradient boosted machine learning early warning score

Characterizing the Most Common Diagnostic and Treatment Orders in Patients With Clinical Deterioration and Association With Patient Outcomes

Predicting transfers to intensive care in children using CEWT and other early warning systems

Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients

Development and External Validation of a Machine Learning Model to Predict High Flow Nasal Cannula Failure

Dana P. Edelson, MD, MS Information

University

Position

___

Citations(all)

17094

Citations(since 2020)

8105

Cited By

12151

hIndex(all)

57

hIndex(since 2020)

45

i10Index(all)

105

i10Index(since 2020)

97

Email

University Profile Page

University of Chicago

Google Scholar

View Google Scholar Profile

Dana P. Edelson, MD, MS Skills & Research Interests

cardiac arrest

rapid response systems

sepsis

early warning scores

Top articles of Dana P. Edelson, MD, MS

Title

Journal

Author(s)

Publication Date

Development and external validation of deep learning clinical prediction models using variable-length time series data

Cancers

Fernando Navarro

Hendrik Dapper

Rebecca Asadpour

Carolin Knebel

Matthew B Spraker

...

2021/6/8

Society of Critical Care Medicine Guidelines on Recognizing and Responding to Clinical Deterioration Outside the ICU: 2023

Critical care medicine

Kimia Honarmand

Randy S Wax

Daleen Penoyer

Geoffery Lighthall

Valerie Danesh

...

2024/2/1

Alcohol Withdrawal Severity Measures for Identifying Patients Requiring High-Intensity Care

Critical Care Explorations

Daniel C To

Tessa L Steel

Kyle A Carey

Cara J Joyce

Elizabeth M Salisbury-Afshar

...

2024/3/1

Multicenter development and prospective validation of eCARTv5: a gradient boosted machine learning early warning score

medRxiv

Matthew M Churpek

Kyle A Carey

Ashley Snyder

Christopher J Winslow

Emily R Gilbert

...

2024

Characterizing the Most Common Diagnostic and Treatment Orders in Patients With Clinical Deterioration and Association With Patient Outcomes

T Qyli

R Ingebritsen

K Carey

E Murnin

C Winslow

...

2024/5

Predicting transfers to intensive care in children using CEWT and other early warning systems

Resuscitation Plus

Kevin McCaffery

Kyle A Carey

Victoria Campbell

Shaune Gifford

Kate Smith

...

2024/3/1

Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients

medRxiv

Matthew M Churpek

Ryan Ingebristen

Kyle A Carey

Saieesh A Rao

Emily Murnin

...

2024

Development and External Validation of a Machine Learning Model to Predict High Flow Nasal Cannula Failure

European Urology Oncology

Ali Sabbagh

Samuel L Washington 3rd

Derya Tilki

Julian C Hong

Jean Feng

...

2023/10/1

A novel structured debriefing program for consensus determinations of in-hospital cardiac arrest predictability and preventability

Resuscitation

Patrick G Lyons

Joe Reid

Sara Richardville

Dana P Edelson

2024/2/28

Development and External Validation of a Natural Language Processing Tool to Identify Hospitalized Patients With Infection on Admission

AZ Khan

KG Buell

G Karway

K Carey

N Dussault

...

2024/5

Executive Summary: Society of Critical Care Medicine Guidelines on Recognizing and Responding to Clinical Deterioration Outside the ICU

Critical care medicine

Kimia Honarmand

Randy S Wax

Daleen Penoyer

Geoffery Lighthall

Valerie Danesh

...

2024/2/1

Using Machine Learning to Predict the Effective Treatments for Patients With Clinical Deterioration

R Ingebritsen

T Qyli

A Spicer

K Carey

E Murnin

...

2024/5

Temperature trajectory subphenotypes in oncology patients with neutropenia and suspected infection

American journal of respiratory and critical care medicine

Nicole S Benzoni

Kyle A Carey

Alice F Bewley

Jeff Klaus

Brian M Fuller

...

2023/5/15

Predicting Intensive Care Unit Admissions in Patients With Alcohol Withdrawal Using Electronic Health Record Data

D To

K Carey

C Joyce

E Salisbury-Afshar

DP Edelson

...

2023/5

Multicenter Development and External Validation of a Machine Learning Model to Identify Hospitalized Patients With Untreated Infection

KG Buell

KA Carey

N Dussault

WF Parker

J Dumanian

...

2023/5

Clinical Institute Withdrawal Assessment (CIWA) Scores and Benzodiazepine Dosing for Identifying Severe Alcohol Withdrawal

D To

K Carey

C Joyce

E Salisbury-Afshar

DP Edelson

...

2023/5

Characterizing In-Hospital Clinical Deterioration From Conditions Present on Admission Versus Hospital-Acquired Conditions

E Murnin

R Ingebritsen

CJ Winslow

ER Gilbert

K Carey

...

2023/5

1133: UTILITY OF LONGITUDINAL TRENDS FOR PREDICTING DETERIORATION IN HOSPITALIZED CHILDREN

Critical Care Medicine

Anoop Mayampurath

Kyle Carey

Priti Jani

Emily Gilbert

Dana Edelson

...

2023/1/1

Development and External Validation of a National Veterans COVID-19 Machine Learning Model

S Govindan

A Spicer

M Bearce

J Martin

G Karway

...

2023/5

Measuring the Return on Investment of an Artificial Intelligence (AI) Early Warning System

Circulation

Dana P Edelson

Ashley Snyder

Stephen Knych

Thor Thordarson

Jeffrey Kuhlman

...

2023/11/7

See List of Professors in Dana P. Edelson, MD, MS University(University of Chicago)

Co-Authors

H-index: 76
Benjamin S. Abella

Benjamin S. Abella

University of Pennsylvania

H-index: 55
Jay Koyner

Jay Koyner

University of Chicago

H-index: 48
Matthew Churpek

Matthew Churpek

University of Wisconsin-Madison

H-index: 23
Anoop Mayampurath

Anoop Mayampurath

University of Chicago

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