Publications by authors named "Artur Dubrawski"

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Artificial intelligence enhances genomic surveillance in healthcare outbreak investigations.
Alexander Sundermann, Jieshi Chen, Melissa Saul, Kathleen Shutt, Marissa Griffith, Artur Dubrawski

Infect Control Hosp Epidemiol· November 2025

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How much information is needed to predict outcomes after cardiac arrest?
Jonathan Elmer, Jieshi Chen, Abigail Turner, Brad Shook, Sara DiFiore-Sprouse, Artur Dubrawski

Resuscitation· October 2025

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Frame-Level Real-Time Assessment of Stroke Rehabilitation Exercises from Video-Level Labeled Data: Task-Specific vs. Foundation Models.
Goncalo Mesquita, Ana Rita Coias, Artur Dubrawski, Alexandre Bernardino

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Global Deep Forecasting with Patient-Specific Pharmacokinetics.
Willa Potosnak, Cristian Challu, Kin G Olivares, Keith A Dufendach, Artur Dubrawski

ArXiv· February 2025

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Evaluation of a Physiologic-Driven Closed-Loop Resuscitation Algorithm in an Animal Model of Hemorrhagic Shock.
Michael R Pinsky, Hernando Gomez, Anthony Wertz, Jim Leonard, Artur Dubrawski

Crit Care Med· December 2024

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Intraoperative Features Improve Model Risk Predictions After Coronary Artery Bypass Grafting.
Willa Potosnak, Keith A Dufendach, Chirag Nagpal, David J Kaczorowski, Pyongsoo Yoon, Artur W Dubrawski

Ann Thorac Surg Short Rep· September 2024

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Autonomous precision resuscitation during ground and air transport of an animal hemorrhagic shock model.
Michael R Pinsky, Hernando Gomez, Francis X Guyette, Leonard Weiss, Artur Dubrawski

Intensive Care Med Exp· May 2024

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Forecasting imminent atrial fibrillation in long-term electrocardiogram recordings.
Sydney R Rooney, Roman Kaufman, Raghavan Murugan, Kianoush B Kashani, Michael R Pinsky, Artur Dubrawski

J Electrocardiol· December 2023

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Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact.
Arnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael Pinsky, Artur Dubrawski

AMIA Annu Symp Proc· November 2023

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Empirically derived sequence similarity thresholds to study the genomic epidemiology of plasmids shared among healthcare-associated bacterial pathogens.
Daniel Evans, Alexander Sundermann, Marissa Griffith, Vatsala Rangachar Srinivasa, Mustapha Mustapha, Artur Dubrawski

EBioMedicine· July 2023

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Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration.
Oliver J Monfredi, Christopher C Moore, Brynne A Sullivan, Jessica Keim-Malpass, Karen D Fairchild, Artur Dubrawski

J Electrocardiol· January 2023

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Whole-Genome Sequencing Surveillance and Machine Learning of the Electronic Health Record for Enhanced Healthcare Outbreak Detection.
Alexander J Sundermann, Jieshi Chen, Praveen Kumar, Ashley M Ayres, Shu Ting Cho, Artur Dubrawski

Clin Infect Dis· August 2022

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Whole-genome sequencing surveillance and machine learning for healthcare outbreak detection and investigation: A systematic review and summary.
Alexander J Sundermann, Jieshi Chen, James K Miller, Elise M Martin, Graham M Snyder, Artur Dubrawski

Antimicrob Steward Healthc Epidemiol· June 2022

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Accuracy of identifying hospital acquired venous thromboembolism by administrative coding: implications for big data and machine learning research.
Tiffany Pellathy, Melissa Saul, Gilles Clermont, Artur W Dubrawski, Michael R Pinsky

J Clin Monit Comput· April 2022

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Using Machine Learning to Support Transfer of Best Practices in Healthcare.
Sebastian Caldas, Jieshi Chen, Artur Dubrawski

AMIA Annu Symp Proc· April 2022

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Weak Supervision for Affordable Modeling of Electrocardiogram Data.
Mononito Goswami, Benedikt Boecking, Artur Dubrawski

AMIA Annu Symp Proc· April 2022

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Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside.
Stephanie Helman, Martha Ann Terry, Tiffany Pellathy, Andrew Williams, Artur Dubrawski

Int J Med Inform· March 2022

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Forecasting emergence of COVID-19 variants of concern.
James Kyle Miller, Kimberly Elenberg, Artur Dubrawski

PLoS One· March 2022

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Intelligent Clinical Decision Support.
Michael R Pinsky, Artur Dubrawski, Gilles Clermont

Sensors (Basel)· February 2022

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Automated Assessment of Cardiovascular Sufficiency Using Non-Invasive Physiological Data.
Xinyu Li, Michael R Pinsky, Artur Dubrawski

Sensors (Basel)· January 2022

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Sex differences in post cardiac arrest discharge locations.
Vincent Jeanselme, Maria De-Arteaga, Jonathan Elmer, Sarah M Perman, Artur Dubrawski

Resusc Plus· December 2021

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Supplementing Existing Societal Risk Models for Surgical Aortic Valve Replacement With Machine Learning for Improved Prediction.
Arman Kilic, Robert H Habib, James K Miller, David M Shahian, Joseph A Dearani, Artur W Dubrawski

J Am Heart Assoc· November 2021

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Using machine learning to improve risk prediction in durable left ventricular assist devices.
Arman Kilic, Daniel Dochtermann, Rema Padman, James K Miller, Artur Dubrawski

PLoS One· October 2021

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Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks.
Chirag Nagpal, Xinyu Li, Artur Dubrawski

IEEE J Biomed Health Inform· August 2021

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The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care.
Philip Laird, Anthony Wertz, Gus Welter, David Maslove, Alexander Hamilton, Artur Dubrawski

Physiol Meas· June 2021

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