Technology, Machine Learning, and Bias in Emergency Care

Assessing the Functionality and Comfort of Chest Heart Rate Monitor Use During Acute Orthopedic Trauma Surgery

Matthew Marquardt, Ohio State University Wexner Medical Center
Angela Emerson, Ohio State University
Morgan Orr, Ohio State University
Joshua Hagen, Ohio State University
Carmen Quatman, Ohio State University Wexner Medical Center

Hilton Hawaiian Village, Honolulu, Hawaii

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Expert-quality Dataset Labeling via Gamified Crowdsourcing on Point-of-Care Lung Ultrasound Data

Nicole M. Duggan, Brigham and Women’s Hospital
Mike Jin, Centaur Labs
Erik Duhaime, Centaur Labs
Tina Kapur, Brigham and Women’s Hospital
Maria Alejandra Duran Mendicuti, Brigham and Women's Hospital
Stephen Hallisey, Brigham and Women's Hospital
Denie Bernier, Brigham and Women's Hospital
Lauren Selame, The Brigham and Women's Hospital
Ameneh Asgari-Targhi, Brigham and Women's Hospital
Chanel Fischetti, Brigham and Women's Hospital
Ruben Lucassen, Eindhoven University of Technology
Anthony E. Samir, Mass General Hospital

Hilton Hawaiian Village, Honolulu, Hawaii

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Head Motion Analysis is an Objective Measure of Point-of-Care Ultrasound Image Acquisition Competency

Carrie Walsh, Massachusetts General Hospital and Brigham and Women's Hospital
Nicole M. Duggan, Brigham and Women’s Hospital
Roger Dias, Harvard Medical School
Andrew Goldsmith, Brigham and Women's Hospital
Mahdi Ebnali, Brigham and Women’s Hospital
Madeline Schwid, Massachusetts General Hospital and Brigham and Women's Hospital
Chanel Fischetti, Brigham and Women's Hospital
Lachlan Driver, Mass General Brigham
Joseph Stegeman, Massachusetts General Hospital and Brigham and Women's Hospital
Denie Bernier, Brigham and Women's Hospital
Lauren Selame, The Brigham and Women's Hospital
Phillip Plevek, Jackson Memorial Hospital

Hilton Hawaiian Village, Honolulu, Hawaii

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Hospital Delirium is Associated with Lower Mean Activity Counts: Secondary Analysis of a Large Cohort Study of ICU Patients

Lauren Southerland, Ohio State University
Jing Peng, Ohio State University Wexner Medical Center
Edward Boyer, Ohio State University College of Medicine
Nathan Brummel, Ohio State University Wexner Medical Center

Hilton Hawaiian Village, Honolulu, Hawaii

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Introduction to the Minitrack on Technology, Machine Learning, and Bias in Emergency Care

Guruprasad Jambaulikar, Brigham and Women's Hospital
Andrew Goldsmith, Brigham and Women's Hospital
Edward Boyer, Ohio State University College of Medicine

Hilton Hawaiian Village, Honolulu, Hawaii

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Machine Learning Models for Point-of-care Ultrasound Education and Training: National Cost Savings and Expert Time Reduction

Lachlan Driver, Mass General Brigham
Nicole M. Duggan, Brigham and Women’s Hospital
Chares Brower, University of Cincinnati
Mahdi Ebnali, Brigham and Women’s Hospital
Da’Marcus Baymon, Brigham and Women’s Hospital
Alexei Wagner, Brigham and Women’s Hospital
Roger Dias, Harvard Medical School
Anthony E. Samir, Mass General Hospital
Tina Kapur
Andrew J. Goldsmith, Brigham and Women’s Hospital
Christopher W. Baugh, Brigham and Women's Hospital

Hilton Hawaiian Village, Honolulu, Hawaii

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Preliminary Feasibility Study of a Simulated Overdose Antidote Delivered by an Unmanned Aerial Vehicle in an Urban Environment

Alexander Ulintz, Ohio State University
Cole Veliky, Ohio State University
Derek Scott, Brown University
Michelle Nassal, Ohio State University
Ashish Panchal, Ohio State University
Henry Wang, Ohio State University
Edward Boyer, Ohio State University College of Medicine
Michael Lyons, Ohio State University

Hilton Hawaiian Village, Honolulu, Hawaii

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