Publications by authors named "Randall Burd"

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Timing and type of personal protective equipment adherence lapses in pediatric trauma resuscitation: A retrospective video study.
Mary S Kim, Dylan W Arkowitz, Alice A Currie, Aleksandra Sarcevic, Randall S Burd

Am J Infect Control· December 2025

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Computer-vision based recognition of cervical spine stabilization during trauma resuscitation.
Mary S Kim, Sifan Yuan, Genevieve J Sippel, Aaron H Mun, Dylan W Arkowitz, Randall S Burd

Injury· December 2025

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To Recommend or Not to Recommend: Designing and Evaluating AI-Enabled Decision Support for Time-Critical Medical Events.
Angela Mastrianni, Mary Suhyun Kim, Travis M Sullivan, Genevieve Jayne Sippel, Randall S Burd

Proc ACM Hum Comput Interact· November 2025

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Development of an algorithm for adjudicating actionable hemorrhage in pediatric trauma patients.
Mary S Kim, Genevieve J Sippel, Travis M Sullivan, Nathan J Alcasid, Steffanie J Rodgers, Randall S Burd

J Trauma Acute Care Surg· September 2025

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A Modified Delphi Study to Build Consensus on Pediatric-Specific Trauma Quality Indicators.
Bailey K Roberts, Brendan T Campbell, Aaron R Jensen, Mauricio A Escobar, Regan F Williams, Randall S Burd

J Pediatr Surg· August 2025

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Development and Validation of a Bayesian Network Predicting Intubation Following Hospital Arrival Among Injured Children.
Travis M Sullivan, Mary S Kim, Genevieve J Sippel, Waverly V Gestrich-Thompson, Caroline G Melhado, Randall S Burd

J Pediatr Surg· February 2025

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Factors associated with correction of personal protective equipment nonadherence in a multidisciplinary emergency department setting: A retrospective video review.
Mary S Kim, Aleksandra Sarcevic, Genevieve J Sippel, Kathleen H McCarthy, Eleanor A Wood, Randall S Burd

Am J Infect Control· January 2025

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Comparative analysis of personal protective equipment nonadherence detection: computer vision versus human observers.
Mary S Kim, Beomseok Park, Genevieve J Sippel, Aaron H Mun, Wanzhao Yang, Randall S Burd

J Am Med Inform Assoc· January 2025

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Human intention recognition for trauma resuscitation: An interpretable deep learning approach for medical process data.
Keyi Li, Mary S Kim, Wenjin Zhang, Sen Yang, Genevieve J Sippel, Randall S Burd

J Biomed Inform· January 2025

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An image dataset for surveillance of personal protective equipment adherence in healthcare.
Wanzhao Yang, Mary S Kim, Genevieve J Sippel, Aaron H Mun, Kathleen H McCarthy, Randall S Burd

Sci Data· January 2025

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Addressing Teamwork Delays during Life-Saving Interventions through an Activity Theory-Informed Analysis.
Katherine Ann Zellner, Aleksandra Sarcevic, Maja Barnouw, Megan A Krentsa, Travis M Sullivan, Randall Burd

Proc ACM Hum Comput Interact· January 2025

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State and National Estimates of the Cost of Emergency Department Pediatric Readiness and Lives Saved.
Craig D Newgard, Amber Lin, Jeremy D Goldhaber-Fiebert, Katherine E Remick, Marianne Gausche-Hill, Randall S Burd

JAMA Netw Open· November 2024

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ProcessGAN: Generating Privacy-Preserving Time-Aware Process Data with Conditional Generative Adversarial Nets.
Keyi Li, Sen Yang, Travis M Sullivan, Randall S Burd, Ivan Marsic

ACM Trans Knowl Discov Data· November 2024

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Cost-Effectiveness And Health Impact Of Increasing Emergency Department Pediatric Readiness In The US.
Christopher Weyant, Amber Lin, Craig D Newgard, Nathan Kuppermann, Marianne Gausche-Hill, Randall S Burd

Health Aff (Millwood)· October 2024

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Prevalence and outcomes of high versus low ratio plasma to red blood cell resuscitation in a multi-institutional cohort of severely injured children.
Steven C Mehl, Adam M Vogel, Amy E Glasgow, Suzanne Moody, Meera Kotagal, Randall S Burd

J Trauma Acute Care Surg· September 2024

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Changes in Emergency Department Pediatric Readiness and Mortality.
Craig D Newgard, Shauna Rakshe, Apoorva Salvi, Amber Lin, Jennifer N B Cook, Randall S Burd

JAMA Netw Open· July 2024

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Computer Simulation to Assess Emergency Department Length of Stay in Pediatric Traumatic Brain Injury.
Tianshu Feng, Ali Ajdari, Linda Ng Boyle, Nithya Kannan, Randall Burd

Pediatr Emerg Care· June 2024

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Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking.
Wenjin Zhang, Keyi Li, Sen Yang, Sifan Yuan, Ivan Marsic, Randall S Burd

Conf Comput Vis Pattern Recognit Workshops· June 2024

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Survival bias in pediatric hemorrhagic shock: Are we misrepresenting the data?
Travis M Sullivan, Genevieve J Sippel, Waverly V Gestrich-Thompson, Aaron R Jensen, Randall S Burd

J Trauma Acute Care Surg· May 2024

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Benchmarking Pediatric Trauma Care in Mixed Trauma Centers: Adult Risk-Adjusted Mortality Is Not a Reliable Indicator of Pediatric Outcomes.
Caroline Melhado, Lauren L Evans, Amy Miskovic, Haris Subacius, Avery B Nathens, Randall S Burd

J Am Coll Surg· March 2024

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Strategies to Obtain and Deliver Blood Products Into Critically Injured Children: A Survey of Pediatric Trauma Society Members.
Travis M Sullivan, Genevieve J Sippel, Waverly V Gestrich-Thompson, Randall S Burd

Pediatr Emerg Care· February 2024

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Analysis of Task Attributes Associated with Crisis Checklist Compliance in Pediatric Trauma Resuscitation.
Angela Mastrianni, Leah Hamlin, Emily C Alberto, Travis M Sullivan, Adesh Ranganna, Randall S Burd

AMIA Annu Symp Proc· January 2024

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The cost of emergency care for children across differing levels of emergency department pediatric readiness.
Craig D Newgard, McKenna Smith, Amber Lin, K John McConnell, Katherine E Remick, Randall S Burd

Health Aff Sch· July 2023

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Transitioning Cognitive Aids into Decision Support Platforms: Requirements and Design Guidelines.
Angela Mastrianni, Aleksandra Sarcevic, Allison Hu, Lynn Almengor, Peyton Tempel, Randall S Burd

ACM Trans Comput Hum Interact· June 2023

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Real-time Context-Aware Multimodal Network for Activity and Activity-Stage Recognition from Team Communication in Dynamic Clinical Settings.
Chenyang Gao, Ivan Marsic, Aleksandra Sarcevic, Waverly Gestrich-Thompson, Randall S Burd

Proc ACM Interact Mob Wearable Ubiquitous Technol· March 2023

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