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Abstracts

  • Utilization of Electronic Medical Record Clinical Tools to Improve Antibiotic Re-dose Rate in Pediatric Cardiopulmonary Bypass Surgeries

    Presenting Author: Shazia Mohammad, MD; Texas Children’s Hospital, Baylor College of Medicine Co-Authors: Jennifer Chien, MD; Ali Hassanpour, MD; Matthew James, MD; Texas Children's Hospital, Baylor College of Medicine

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  • Machine learning predicting hypotension in operating room: application of deep neural networks on continuous physiologic waveforms for early prediction of intraoperative hypotension

    Authors: Sungsoo Kim, MD, MS, PhD Candidate1,2, Sohee Kwon, MD, MPH1, Alan C. Bovik, PhD2, Mia K. Markey, PhD3, Maxime Cannesson, MD, PhD1
    1Department of Anesthesiology and Perioperative Medicine, University of California Los Angeles, Los Angeles, California, USA; 2Department of Electrical and Computer Engineering, The University of Texas at Austin, Texas, USA; 3Department of Biomedical Engineering, The University of Texas at Austin, Texas, USA

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  • Deep Neural Network employing Transfer Learning to Improve Racial Bias in Pulse Oximetry Accuracy

    Authors: Sungsoo Kim, MD, MS, PhD Candidate1,2, Sohee Kwon, MD, MPH1, Alan C. Bovik, PhD2, Mia K. Markey, PhD3, Maxime Cannesson, MD, PhD1
    1Department of Anesthesiology and Perioperative Medicine, University of California Los Angeles, Los Angeles, California, USA; 2Department of Electrical and Computer Engineering, The University of Texas at Austin, Texas, USA; 3Department of Biomedical Engineering, The University of Texas at Austin, Texas, USA

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  • The Effect of Suction on Passive Oxygenation for a novel, 3D-printed Laryngoscopy Sleeve

    Presenting Author: Waylan Wong, MD, MS*
    Affiliation Co-Authors: Gabriel Punsalan, CRNA, MS*

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  • Endotracheal Tube Innovation: Embedded Flexible Mesh

    Presenting Author: Solyman Hatami, BE
    Co-Authors: Peter Lin BS, MS, Alwin Mathew, BS, Brandon Look Fong, BS, Nick Sears, PhD

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  • A Medical Device Information Data Sheet (MDIDS) to Support the Interoperability of Externally Controllable Infusion Pumps for Tele-Critical Care1

    Presenting Author: Julian M. Goldman MD
    Co-Authors: David Arney PhD, MPH; Yi Zhang PhD; Michael Jaffe PhD; Sandy Weininger, PhD*; Julian M. Goldman MD

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  • Feasibility and gap analysis of using Controlled Vocabularies for coding ICU Flowsheets

    Presenting Author: Steven Dain MD, FRCPC1,2
    Authors: Rizwan Shareef2,3

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  • Demonstration of Remote Control of Critical Care Ventilators and the Integrated Clinical Environment

    Presenting Author: Steven Dain MD, FRCPC1,2
    Authors: Tracy Rausch MS, CCE 2, Julian Goldman MD3, Yi Zhang PhD3, Hong-Lin Du MD, MBA4
    Affiliations: 1Systems Design Engineering University of Waterloo, Waterloo Ontario Canada, 2DocBox Inc, Waltham, MA, 3MDPNP Program, Massachusetts General Hospital, Harvard University, 4Nihon Kohden OrangeMed, Santa Ana, CA.

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  • Updating the Christchurch Fresh Gas Flow Data

    Presenting Author: R Ross Kennedy. MB., ChB., PhD.
    University of Otago - Christchurch and Te Wahtu Ora, Waitaha, Aotearoa New Zealand

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  • Developing an Expandable Endotracheal Tube: The Process from Ideation to Patent

    Presenting Author: Alessandra Bryan, BS, BA, IDEA Lab, Department of Anesthesiology and Perioperative Medicine, Dartmouth Health
    Co-Authors: Alexander Abess, MD, IDEA Lab, Department of Anesthesiology and Perioperative Medicine, Dartmouth Health; Yvon Bryan, MD, IDEA Lab, Department of Anesthesiology and Perioperative Medicine, Dartmouth Health

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  • Reducing Opioid Harm by Prompting for Breaths

    Presenting Author: Lara Brewer, PhD1
    Co--‐Authors: Joe Orr PhD1, Jake Enos MD1, Soeren Hoehne M Eng1, Lara Werner1, Talmage Egan MD1, Ken Johnson MS, MD1 1: University of Utah

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  • Studying Upper and Lower Extremities Bioimpedance during Lower Body Negative Pressure induced hypovolemia

    Presenting Author: Suthawan Anakmeteeprugsa1 MD
    Co-Authors:Antonio Gonzalez-Fiol1 MD, Rostislav Vychodil2 PhD, Kirk Shelley1 MD, PhD, Aymen Alian1MD 1.Yale School of Medicine, New Haven, Connecticut, USA.
    2. MIE Medical Research Ltd, Olomouc, Olomouc, Czechia

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  • The relationship between Airway Pressures and Airway Flow using Incentive Spirometry

    Suthawan Anakmeteeprugsa1 MD , Gudrun Maria Jonsdottir1 MD MSc, Amy Jacob2 BSc , Kirk H Shelley, MD PhD1, Aymen Alian1 MD.
    1 Yale School of Medicine, New Haven, Connecticut, USA. 2 City University of New York (CUNY) School of Medicine, New York, New York, USA.

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  • Novel Pharyngeal Oxygen Delivery Device Preserves Oxygenation Longer than High Flow Nasal Cannula

    JB Hanson, MD1,2, JR Williams, MD1,2, EH Garmon, MD1,2, PM Morris, MD1,2, RK McAllister, MD1,2, WC Culp, Jr., MD1,3 1Baylor Scott & White Medical Center-Temple, 2Texas A&M College of Medicine, 3Baylor College of Medicine

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  • A Novel, Cassette-Based Nitric Oxide Delivery System Accurately Delivers Inhaled Nitric Oxide via the Anesthesia Machine Independent of Fresh Gas Flow Rate and Volatile Anesthetic Agent


    Presenting author: Mark Twite, MD, Children’s Hospital Colorado & University of Colorado Anschutz Medical Campus, Aurora, CO
    Coauthors: Stephanie Anderson, MSBME, Vero Biotech Inc., Atlanta, GA; Aaron Roebuck, MS, RRT, Vero Biotech Inc., Atlanta, GA

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  • A Novel, Cassette-Based Nitric Oxide Delivery System Accurately Delivers Inhaled Nitric Oxide via the Anesthesia Machine at Low Fresh Gas Flows

    Presenting author: Mark Twite, MD, Children’s Hospital Colorado & University of Colorado Anschutz Medical Campus, Aurora, CO
    Coauthors: Stephanie Anderson, MSBME, Vero Biotech Inc., Atlanta, GA; Aaron Roebuck, MS, RRT, Vero Biotech Inc., Atlanta, GA

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  • WikiAnesthesia Practice Groups: A Solution for Sharing Institutional Anesthesia Knowledge

    Authors: Tony Y. Wanga, Olivia M. Suttona, Eeshwar K. Chandrasekarc, Barrett J. Larsonb, The-Hung Nguyena, Chris A. Rishelb
    a Johns Hopkins Department of Anesthesiology and Critical Care Medicine
    b Stanford University Department of Anesthesiology, Perioperative and Pain Medicine c University of Rochester Department of Anesthesiology and Perioperative Medicine

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  • Demystifying the Draeger Perseus A500 Anesthesia Machine’s Spontaneous Ventilation CPAP Function

    Presenting Author: James Xie, MD

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  • Wake up Safe: (RE)Building a National Adverse Event Case Reporting System

    Presenting Author: Fuchiang Rich Tsui, PhD, The Children’s Hospital of Philadelphia (CHOP)
    Co-Authors: Lingyun Shi, MS; Sachin Grover, MS, Sifei Han, PhD, Raj S Iyer, MD, Allan F Simpao, MD, Dean Kurth, MD, The Children's Hospital of Philadelphia; Jay Deshpande, MD, Wake Up Safe

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  • A Prospective Observational Study of EHR-Based Versus Virtual Desktop-Based Access to Pediatric Anesthesia Emergency Algorithms

    Presenting Author: TBD (Marks, Johnson, or Simpao), Children’s Hospital of Philadelphia
    Co-Authors: Allyson M. Marks, RN,1 Greg Johnson, MD,1,2 Umberto Gidaro,1 Larry Sloberman,1 Francesca M. Drake, RNFA,1 Ari Y. Weintraub, MD,1,2 Olivia Nelson, MD,1,2 Kha M. Tran, MD,1,2 Allan F. Simpao, MD, MBI1,2
    1. Children’s Hospital of Philadelphia (CHOP); 2. University of Pennsylvania Perelman School of Medicine

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  • Incentive Spirometer could be used to detect diaphragmatic dysfunction but sedation could confound the results

    Gudrun Maria Jonsdottir1 MD MSc, Amy Jacob2, Suthawan Anakmeteeprugsa1 MD, Nousheen Mir1 MD, kirk Shelley MD, PhD1, Aymen Alian1 MD.
    1 Yale School of Medicine, New Haven, Connecticut, USA. 2 City University of New York (CUNY) School of Medicine, New York, New York, USA.

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  • Can ExSpironâ, a Non-invasive Respiratory Volume Monitor, detect diaphragmatic dysfunction?

    Gudrun Maria Jonsdottir1 MD MSc, Amy Jacob2, Nousheen Mir1 MD, Alexandria Brackett1, Suthawan
    Anakmeteeprugsa1 MD, Kirk Shelley MD, PhD, Aymen Alian1 MD.
    1 Yale School of Medicine, New Haven, Connecticut, USA. 2 City University of New York (CUNY) School of Medicine, New York, New York, USA.

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  • End-Tidal Carbon Dioxide Measurement Variations During Mask Ventilation

    Presenting Author: Derek Sakata MD, University of Utah Department of Anesthesiology Co-Authors: Trey Blackwell BS, Christian Orr MS-3, Joseph Orr PhD, University of Utah Department of Anesthesiology

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  • Using Quantitative EEG and Machine Learning to Predict Sevoflurane Concentration in Infants.

    Rachit Kumar, BS1 *; Georgia Georgostathi2; Olivia Nelson, MD3; Asif Padiyath, MD3; Nick Pratap, MD3; Allan Simpao, MD3; Fu-chiang Tsui, PhD3; Jack Wasey, BM BCh3; Shih Shan Lang, MD4; Ian Yuan, MD MEng3 # for the BRAIN collaborative investigators. * Presenting Author. # Corresponding Author.
    Affiliations: 1: Medical Scientist Training Program, University of Pennsylvania; 2: School of Engineering and Applied Sciences, University of Pennsylvania; 3: Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia; 4: Division of Neurosurgery, Children's Hospital of Philadelphia.

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  • Disaster Communication Improvement by Integrating Existing Services

    Presenting Author: Ali Hassanpour, M.D. Texas Children’s Hospital/Baylor College of Medicine
    Co-Authors: Barbara Nzegwu, M.D., Shazia Mohammad, M.D.
    Dept. of Pediatric Anesthesiology, Texas Children’s Hospital/Baylor College of Medicine, Houston, TX

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  • Feasibility of augmented reality headset use for ultrasound-guided procedures in pediatric perioperative care.

    Presenting Author: Jorge Galvez MD MBI
    Co-Authors: Marcellene Franzen MD, R Gabe Linke BS RT(R)(MR)(ARRT), Stephanie Shin DO, Thomas J.
    Lockhart MD, Jorge Gálvez MD MBI

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  • Porting a Vertically Integrated Closed-Loop Control TIVA System to an Interoperable Platform

    Presenting Author: Yi Zhang PhD
    Co-Authors: David Arney PhD, MPH; Simon Kelly; Braga Aroulmozhi MS, Mosa Al Zowelei MS, Michael Jaffe PhD; Julian M. Goldman MD

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  • Perfusion Index Using ALAR SPO2 Sensor Maintained Better Than Finger Location During Perioperative Care in Major Vascular/Urological Surgery

    Presenting Author: Michael B Jaffe, PhD Philips Research, Cambridge, MA, USA
    Co-Authors: Andrejs Fedjajevs, MS, Neil Joye, PhD, Igor Paulussen, MS, MPA, Jens Muehlsteff, PhD Philips Research, Eindhoven, NL. Gerrit J. Noordergraaf, MD, PhD Elisabeth-TweeSteden Hospital, Tilburg, NL

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  • Examining the Association of Air Quality on COVID-19 Patient Outcomes Using Area Level Data From the Electronic Health Record

    Presenting Authors: Christina S. Boncyk1, MD, MPH
    Co-Authors: Karen Y. McCarthy1, EdD; Pamela Butler 1, BS; Nicholas Flores-Conner1, MD; Gen Li1, MS; Robert E. Freundlich1, MD, MSCI
    1Vanderbilt University Medical Center, Department of Anesthesiology

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  • Optoacoustic Measurement of Blood Oxygenation in the Left Innomate Vein

    Presenting Author: David J. Giarracco, Noninvasix, Inc.;
    Co-Authors: David MacLeod, MBBS, Duke University; Graham L. Randall, PhD, Noninvasix, Inc.; James N. Watson, PhD, Noninvasix, Inc.; Tom Wilmering, Noninvasix, Inc.

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  • WikiAnesthesia: A Crowd-sourced Anesthesia Knowledge Repository

    Authors: Olivia Suttona, Tony Y. Wanga, Barrett J. Larsonb, The-Hung Nguyena, Chris A. Rishelb aJohns Hopkins ACCM, bStanford Department of Anesthesiology

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  • High-Fidelity, Low-Cost Porcine Training Model For Arterial Line Placement

    Presenting Author: Andrewston Ting, DO, HCA Healthcare/USF Health Morsani College of Medicine
    Co-Authors: Tianyu Jiang, DO, HCA Healthcare/USF Health Morsani College of Medicine

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  • Low-Cost Arterial Line Model Improves Procedural Confidence in Trainees

    Presenting Author: Andrewston Ting, DO, HCA Healthcare/USF Health Morsani College of Medicine
    Co-Authors: Tianyu Jiang, DO, HCA Healthcare/USF Health Morsani College of Medicine

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  • A non-invasive algorithm for predicting cardiac output using a Convolutional Neural Network

    Presenting Author: Seong-A Park, B.S., Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, Republic of Korea
    Co-Authors: Hyun-Lim Yang, Ph.D., Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, Republic of Korea

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  • Development of a reinforcement learning model for dynamic ventilation control in surgical patients during emergence from general anesthesia

    Presenting Author: Hyeonhoon Lee, PhD1,2
    Co-Authors: Jaewon Kim, MD3, Hyun-Kyu Yoon, MD4, Hyung-Chul Lee, MD, PhD4, Ji Soo Park,
    MD5, Chang-Hoon Koo, MD, PhD6, Dongwook Won, MD7

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  • Evaluation of System to Reduce Leak During Manual Ventilation Over Cannula

    Presenting Author: Christian Orr, MS-3, University of Utah Department fo Anesthesiology
    Co-Authors: Derek Sakata, MD, Trey Blackwell, BS, Joseph, Orr, PhD, University of Utah Department of Anesthesiology

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  • Neurointerventional Room Design - An Iterative Approach

    Peter L, Fine, M.D., M.S., Danbury Hospital (Nuvance Health Care Network), Danbury. Connecticut

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  • Establishing an Institutional Pediatric Cardiac Anesthesia Data Framework

    Presenting Author: J. “Nick” Pratap, MB BChir, MRCPCH, FRCA1,2

    Douglas Ryba, BS2
    Lindsey Loveland Baptist, MD1,2
    Eduardo J. Goenaga Diaz, MD1,2
    Andrea Kennedy, BS2
    J. William Gaynor, MD2,3

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  • An Adaptation of the Eleveld Pharmacokinetic-Pharmacodynamic Model for a Burst Suppression Endpoint

    Presenting Author: Carter Lybbert, BS, University of Utah
    Co-Authors: Brian J. Mickey MD PhD, Keith G. Jones BS, David Odell MD, Jordan Stanford BS, Scott C. Tadler MD, Jason Huang MS, Kai Kuck PhD, University of Utah

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  • Intraoperative Occult Hypoxemia is an Independent Risk Factor for 30-day and 1-year Mortality

    Presenting Author: Blaine Stannard, MD1
    Co-authors: Garrett W. Burnett, MD1; Hung-mo Lin, ScD3; Yuxia Ouyang, PhD3; Matthew A. Levin, MD1,2
    1: Department of Anesthesiology, Perioperative and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
    2: Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY
    3: Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY

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  • Development and Validation of a Semiautomated Process to Retrieve Publications by Faculty Members in Academic Medical Departments

    Presenting Author: Dorothee A. Mueller, MD, VUMC
    Co-Authors: Carmen D. Manresa, MD, University of Miami; Robert E. Freundlich, MD, VUMC; Jeremy P. Walco, MD, VUMC, Shawn E. Banks, MD, University of Miami; Richard H. Epstein, MD, University of Miami

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  • An Internet of Things (IoT)-Based Wireless Telemetry Aggregation System with Text Message Notifications Using the $3 ESP8266 Micro-controller and Amazon AWS Cloud Computing

    Presenting Author: Nathan Goergen, MD, PhD – University of Nebraska Medical Center
    Co-Authors: Nicholas Markin, MD – University of Nebraska Medical Center

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  • Prediction of Cardiac Surgery Associated AKI Using Machine Learning and Noninvasive Urine Oxygen Monitoring

    Lars Lofgren, University of Utah Department of Bioengineering,
    Kai Kuck, University of Utah Department of Bioengineering; University of Utah Department of Anesthesiology
    Natalie Silverton, University of Utah Department of Anesthesiology; Geriatric Research, Education, and Clinical Centre, Salt Lake City VAMC, UT

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  • Recommending Anesthesia Dosages with Neural Networks

    Presenting Author: Kathryn Sarullo
    Co-Authors: Muntaha Samad, Samir Kendale, S. Joshua Swamidass, Pierre Baldi

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  • Robust Respiratory Rate Monitored ‘Touchlessly’ Using a Depth Camera

    Presenting Author: Paul S. Addison, PhD, Distinguished AI and Data Scientist.
    Co-Authors: André Antunes, PhD, Senior AI / Data Science Engineer & Dean Montgomery, PhD, Principal AI Engineer. Patient Monitoring, Medtronic, Edinburgh, Scotland, UK.

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  • A Testing Tool for the Cerebral Autoregulation Cotrending Algorithm

    Presenting Author: Paul S. Addison, PhD, Distinguished AI and Data Scientist.
    Co-Authors: André Antunes, PhD, Senior R&D Engineer & Dean Montgomery, PhD, Principal AI Engineer. Patient Monitoring, Medtronic, Edinburgh, Scotland, UK.

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  • In Vitro Model of Prepacked CO2 Absorber Use: Development and Testing

    Presenting author: Jennifer Jouwena, M.D.1
    Co-authors: Delphine Verbeke, M.D.1, Andre M. De Wolf, M.D.2, Jan F.A. Hendrickx, M.D., Ph.D.3
    1Resident, Department of Anesthesiology, OLV Hospital, Aalst, Belgium; Department of Anesthesiology, UZLeuven, Leuven, Belgium & Department of Cardiovascular Sciences, KULeuven, Leuven, Belgium
    2Professor Emeritus, Department of Anesthesiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, U.S.A.
    3Professor of Anesthesiology and Perioperative Medicine, Department of Basic and Applied Medical Sciences, Ghent University, Ghent, Belgium; Professor, Department of Anesthesiology, UZLeuven, Leuven, Belgium & Department of Cardiovascular Sciences, KULeuven, Leuven, Belgium; Staff anesthesiologist, Department of Anesthesiology, OLV Hospital, Aalst, Belgium

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  • Introducing Gas Man Online

    Presenting Author: Elie Sarraf, MDCM, Penn State College of Medicine
    Co-Authors: Timothy Hendricks, Penn State University, Siandra Chelapurath, Penn State University, Ian Eviston, Penn State University, Levi Gerber, Penn State University, Shirui Tian, Penn State University, Mark Vernachio, Penn State University, How-Yeh Wan, Penn State University, James H Philips, ME, MD, Harvard Medical School

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  • Long-term effects of complex surgery and hospital stay on adolescents’ sleep patterns.

    Giovanni Cucchiaro MD, Geoffrey Gray Ph.D., Mohamed Rehman MD

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  • Pulse Oximetry Signals on the Wrist

    Presenting Author: Jake Dove, Ph.D. Technical Fellow, Patient Monitoring Medtronic, Boulder, CO.
    Co-Authors: Abel Valdes, Sensor Engineer, Patient Monitoring Medtronic, Boulder, CO.
    Anu Tuladhar, Sensor Engineer, Patient Monitoring Medtronic, Boulder, CO.

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  • Prediction of Neonatal Hypoglycemia Risk from Maternal Continuous Glucose Monitoring Data Using Transfer Learning

    Presenting Author: Ryan L. Melvin

    Co-Authors: Ryan C. Godwin, Akila Subramaniam, Ashley N. Battarbee, Vivek V. Shukla

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  • Perioperative Risk Factors Associated with Unplanned Escalation of Care after Post-Anesthesia Care Unit Discharge

    Presenting Author: Ryan L. Melvin, M.A., Ph.D., University of Alabama at Birmingham, Department of Anesthesiology and Perioperative Medicine

    Co-Authors: Ryan Godwin, MS, PhD, University of Alabama at Birmingham, Department of Anesthesiology and Perioperative Medicine, Department of Radiology; Andrew B. Barker, M.D., University of Alabama at Birmingham, Department of Anesthesiology and Perioperative Medicine; Brant Wagener, M.D., Ph.D., University of Alabama at Birmingham, Department of Anesthesiology and Perioperative Medicine

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  • Clustering Surgical Procedures Using Clinically Significant Pre-operative Information

    Christopher P. Cheng, AB1; Ira S. Hofer, MD2
    1Department of Medical Education, Icahn School of Medicine at Mount Sinai
    2Department of Anesthesiology, Perioperative and Pain Medicine, Icahn School of Medicine at Mount Sinai

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  • Association of Mechanical Power with Reintubation in the Critically Ill: Machine Learning Outperforms Logistic Regression

    Presenting Author: Kartikeya M. Menon BA, Icahn School of Medicine at Mount Sinai
    Co-Authors: Pranai Tandon MD, Hung-Mo Lin ScD, Yuxia Ouyang PhD, Matthew A. Levin MD

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  • Digital Feedback Control of Mask Pressure using a Venturi Flow Generator

    Presenting Author: Trey Blackwell, BS, University of Utah Department of Anesthesiology
    Co-Authors:
    Joseph Orr, Ph.D., University of Utah Department of Anesthesiology
    Derek Sakata, MD, University of Utah Department of Anesthesiology

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  • Predictive Capability of a Mathematical Model of Heart Rate Response to Fluid Perturbation

    Presenting Author: Ramin Bighamian, PhD, U.S. Food and Drug Administration
    Co-Authors: Varun Kanal, PhD, Christopher Scully, PhD, U.S. Food and Drug Administration

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  • Non-clinical Database for Dynamic Characterization of Pulse Contour Cardiac Output Monitoring Systems

    Presenting author: Masoud Farahmand, U.S. Food and Drug Administration
    Coauthors: Gavin A. D’Souza; Luke H. Herbertson; Christopher G. Scully

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  • Reddit Users' Questions and Concerns about Anesthesia

    Presenting Author: Khalid El-Jack, BS, Perelman School of Medicine, Philadelphia, PA

    Affiliation Co-Authors:
    Korey Henderson, BS, Perelman School of Medicine, Philadelphia, PA
    Anietie U. Andy, PhD, Center for Digital Health, University of Pennsylvania, Philadelphia, PA
    Lauren Southwick, MPH, Center for Digital Health, University of Pennsylvania, Philadelphia, PA
    Marc Parris, MD, MPH, Clinical Anesthesiology and Critical Care, Perelman School of Medicine, Philadelphia, PA

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