Publications by authors named "Dana Edelson"

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Development and external validation of a machine learning model to predict high flow nasal cannula failure.
Brandon Temte, Kyle A Carey, Alexandra Spicer, Nirav Shah, Christopher Winslow, Dana Edelson

BMJ Open Respir Res· November 2025

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Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort Study.
Charles A Kotula, Jennie Martin, Kyle A Carey, Dana P Edelson, Dmitriy Dligach

J Med Internet Res· June 2025

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Machine Learning for Predicting Critical Events Among Hospitalized Children.
Sierra Strutz, Huan Liang, Kyle Carey, Fereshteh Bashiri, Priti Jani, Dana Edelson

JAMA Netw Open· May 2025

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Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score.
Matthew M Churpek, Kyle A Carey, Ashley Snyder, Christopher J Winslow, Emily Gilbert, Dana P Edelson

Crit Care Explor· April 2025

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Multicenter Development and Validation of a Multimodal Deep Learning Model to Predict Moderate to Severe AKI.
Jay L Koyner, Jennie Martin, Kyle A Carey, John Caskey, Dana P Edelson

Clin J Am Soc Nephrol· April 2025

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Comparison of Deep Learning Approaches Using Chest Radiographs for Predicting Clinical Deterioration: Retrospective Observational Study.
Mahmudur Rahman, Jifan Gao, Kyle A Carey, Dana P Edelson, Askar Afshar

JMIR AI· April 2025

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Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients.
Charles A Kotula, Jennifer Martin, Kyle A Carey, Dana P Edelson, Dmitriy Dligach

medRxiv· March 2025

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Machine Learning-Based Pediatric Early Warning Score: Patient Outcomes in a Pre- Versus Post-Implementation Study, 2019-2023.
Anoop Mayampurath, Kyle Carey, Brett Palama, Monica Gonzalez, Joe Reid, Dana Edelson

Pediatr Crit Care Med· February 2025

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Multicenter Development and Prospective Validation of eCARTv5: A Gradient Boosted Machine Learning Early Warning Score.
Matthew M Churpek, Kyle A Carey, Ashley Snyder, Christopher J Winslow, Emily R Gilbert, Dana P Edelson

medRxiv· October 2024

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Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events Among High-Risk Ward Patients.
Matthew M Churpek, Ryan Ingebritsen, Kyle A Carey, Saieesh A Rao, Emily Murnin, Dana P Edelson

Crit Care Explor· October 2024

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Development and Validation of a Machine Learning Model for Early Detection of Untreated Infection.
Kevin G Buell, Kyle A Carey, Nicole Dussault, William F Parker, Jay Dumanian, Dana P Edelson

Crit Care Explor· October 2024

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Early Warning Scores With and Without Artificial Intelligence.
Dana P Edelson, Matthew M Churpek, Kyle A Carey, Zhenqui Lin, Chenxi Huang

JAMA Netw Open· October 2024

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Development and Validation of a Machine Learning COVID-19 Veteran (COVet) Deterioration Risk Score.
Sushant Govindan, Alexandra Spicer, Matthew Bearce, Richard S Schaefer, Andrea Uhl, Dana P Edelson

Crit Care Explor· July 2024

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Development and external validation of deep learning clinical prediction models using variable-length time series data.
Fereshteh S Bashiri, Kyle A Carey, Jennie Martin, Jay L Koyner, Dana P Edelson

J Am Med Inform Assoc· May 2024

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A novel structured debriefing program for consensus determinations of in-hospital cardiac arrest predictability and preventability.
Patrick G Lyons, Joe Reid, Sara Richardville, Dana P Edelson

Resuscitation· April 2024

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Predicting transfers to intensive care in children using CEWT and other early warning systems.
Kevin McCaffery, Kyle A Carey, Victoria Campbell, Shaune Gifford, Kate Smith, Dana Edelson

Resusc Plus· March 2024

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Alcohol Withdrawal Severity Measures for Identifying Patients Requiring High-Intensity Care.
Daniel C To, Tessa L Steel, Kyle A Carey, Cara J Joyce, Elizabeth M Salisbury-Afshar, Dana P Edelson

Crit Care Explor· March 2024

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Executive Summary: Society of Critical Care Medicine Guidelines on Recognizing and Responding to Clinical Deterioration Outside the ICU.
Kimia Honarmand, Randy S Wax, Daleen Penoyer, Geoffery Lighthall, Valerie Danesh, Dana Edelson

Crit Care Med· February 2024

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Society of Critical Care Medicine Guidelines on Recognizing and Responding to Clinical Deterioration Outside the ICU: 2023.
Kimia Honarmand, Randy S Wax, Daleen Penoyer, Geoffery Lighthall, Valerie Danesh, Dana Edelson

Crit Care Med· February 2024

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Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients.
Matthew M Churpek, Ryan Ingebritsen, Kyle A Carey, Saieesh A Rao, Emily Murnin, Dana P Edelson

medRxiv· February 2024

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Ten Steps Toward Improving In-Hospital Cardiac Arrest Quality of Care and Outcomes.
Paul S Chan, Robert Greif, Theresa Anderson, Huba Atiq, Thomaz Bittencourt Couto, Dana P Edelson

Resuscitation· December 2023

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Ten Steps Toward Improving In-Hospital Cardiac Arrest Quality of Care and Outcomes.
Brahmajee K Nallamothu, Robert Greif, Theresa Anderson, Huba Atiq, Thomaz Bittencourt Couto, Dana P Edelson

Circ Cardiovasc Qual Outcomes· November 2023

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Temperature Trajectory Subphenotypes in Oncology Patients with Neutropenia and Suspected Infection.
Nicole S Benzoni, Kyle A Carey, Alice F Bewley, Jeff Klaus, Brian M Fuller, Dana P Edelson

Am J Respir Crit Care Med· May 2023

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Predicting neurological outcomes after in-hospital cardiac arrests for patients with Coronavirus Disease 2019.
Anoop Mayampurath, Fereshteh Bashiri, Raffi Hagopian, Laura Venable, Kyle Carey, Dana Edelson

Resuscitation· September 2022

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Identifying infected patients using semi-supervised and transfer learning.
Fereshteh S Bashiri, John R Caskey, Anoop Mayampurath, Nicole Dussault, Jay Dumanian, Dana P Edelson

J Am Med Inform Assoc· September 2022

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