Publications by authors named "Melissa D Aczon"

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Withdrawal of Life-Sustaining Treatment in Children Managed in Nine PICUs in the United States: A Secondary Analysis of the Death One Hour After Terminal Extubation (DONATE) Dataset, 2009-2021.
Sareen S Shah, Eugene Laksana, Melissa D Aczon, Michael Avesar, Kimberly Burkiewicz

Pediatr Crit Care Med· December 2025

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Death One Hour After Terminal Extubation in Children: Validation of a Machine Learning Model to Predict Cardiac Death After Withdrawal of Life-Sustaining Treatment in a Multicenter Cohort, 2009-2021.
Meredith C Winter, Alice X Zhou, Eugene Laksana, Melissa D Aczon, David R Ledbetter

Pediatr Crit Care Med· August 2025

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Ventilator Weaning and Terminal Extubation: Withdrawal of Life-Sustaining Therapy in Children. Secondary Analysis of the Death One Hour After Terminal Extubation Study.
Charlene P Pringle, Stephanie L Filipp, Wynne E Morrison, Nina A Fainberg, Melissa D Aczon

Crit Care Med· March 2024

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Prehospitalization Trauma and Physiologic Factors Associated with the Presence of Post-traumatic Stress 3 Months After PICU Discharge.
Ariya N Chau, Ryan A Eckberg, Eugene Laksana, Lili Ehrlich, David R Ledbetter, Melissa D Aczon

J Intensive Care Med· March 2024

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Narrowing the gap: expected versus deployment performance.
Alice X Zhou, Melissa D Aczon, Eugene Laksana, David R Ledbetter, Randall C Wetzel

J Am Med Inform Assoc· August 2023

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Analgesia and Sedation at Terminal Extubation: A Secondary Analysis From Death One Hour After Terminal Extubation Study Data.
Sandeep Tripathi, Eugene Laksana, Michael C McCrory, Stephanie Hsu, Alice X Zhou, Melissa D Aczon

Pediatr Crit Care Med· June 2023

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Development of a deep learning model that predicts Bi-level positive airway pressure failure.
Daniel D Im, Eugene Laksana, David R Ledbetter, Melissa D Aczon, Robinder G Khemani

Sci Rep· May 2022

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Continuous Prediction of Mortality in the PICU: A Recurrent Neural Network Model in a Single-Center Dataset.
Melissa D Aczon, David R Ledbetter, Eugene Laksana, Long V Ho, Randall C Wetzel

Pediatr Crit Care Med· June 2021

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Machine Learning to Predict Cardiac Death Within 1 Hour After Terminal Extubation.
Meredith C Winter, Travis E Day, David R Ledbetter, Melissa D Aczon, Christopher J L Newth

Pediatr Crit Care Med· February 2021

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Predicting individual physiologically acceptable states at discharge from a pediatric intensive care unit.
Cameron S Carlin, Long V Ho, David R Ledbetter, Melissa D Aczon, Randall C Wetzel

J Am Med Inform Assoc· December 2018

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