Andrew Wong

 Andrew Wong
Clinical Instructor and Research Fellow
Internal Medicine
Medical School
Available to mentor
Andrew Wong
Andrew Wong
Clinical Instructor
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  • Research Overview
  • Recent Publications

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    • About

    Dr. Wong's research applies artificial intelligence (AI) and machine learning to solve problems in clinical practice, hospital operations, and medical education. His expertise in the development and validation of provider-facing AI tools to aid in clinical diagnosis and prognostication has been applied to sepsis prediction, delirium prevention, antibiotic stewardship, and more. His focus in post-implementation AI governance has sought to safely integrate clinical AI tools in an effective and equitable manner. His work has been nationally recognized and was recently cited in the White House Blueprint for an AI Bill of Rights.

    Links
    • linkedin
    • IHPI

    Qualifications
    • Internal Medicine Residency
      University of Michigan, Internal Medicine, Ann Arbor, United States
      Residency
    • Chief Medical Residency
      University of Michigan, Ann Arbor, United States
      Chief Resident
    • MS
      University of Michigan, Ann Arbor, United States
      2025
    • MD
      University of California, San Francisco, San Francisco, United States
      2020
    • BA
      University of California, Berkeley, Berkeley, United States
      2016

    Research Overview

    Health Informatics, Artificial Intelligence, Machine Learning, Medical Education

    Recent Publications

     See All Publications
    • Journal Article
      Exploring Gamification of the Incentive Spirometry Tracker Device A Survey of Patients, Providers, and Healthcare Employees
      Alrubaie N, Burns ML. 2026 Jan 30;
    • Journal Article
      Multicenter Prospective Validation of an Updated Proprietary Sepsis Prediction Model.
      Wong A, Currey D, Schwinne M, Park-Egan B, Meyer S, Gutting A, Cao J, Khan S, Dantes R, Pan T, Buchman T, Singh K, Bhavani SV, Lyons PG, Sjoding MW, Tarabichi Y. JAMA Netw Open, 2026 Feb 2; 9 (2): e260181 DOI:10.1001/jamanetworkopen.2026.0181
      PMID: PMC12949446
    • Journal Article
      Leveraging AI to reduce operational healthcare costs: lessons from other industries
      Wong A, Nallamothu BK, Longhurst CA, Singh K. npj Health Systems, 2026 Jan 29; 3 (1): 9 DOI:10.1038/s44401-026-00070-7
    • Journal Article
      Cracks in the AI Crystal Ball: Why Clinical Prediction Tools Fall Short in the Real World
      Gamble D, Wong A, Baduashvili A. Journal of General Internal Medicine, 2026 Jan 1; DOI:10.1007/s11606-026-10601-5
    • Journal Article
      Opal: an implementation science tool for machine learning clinical decision support in anesthesia
      Bishara A, Wong A, Wang L, Chopra M, Fan W, Lin A, Fong N, Palacharla A, Spinner J, Armstrong R, Pletcher MJ, Lituiev D, Hadley D, Butte A. Journal of Clinical Monitoring and Computing, 2022 Oct 1; 36 (5): 1367 - 1377. DOI:10.1007/s10877-021-00774-1
      PMID: 34837585
    • Journal Article
      Quantification of Sepsis Model Alerts in 24 US Hospitals before and during the COVID-19 Pandemic
      Wong A, Cao J, Lyons PG, Dutta S, Major VJ, Ötleş E, Singh K. JAMA Network Open, 2021 Nov 19; 4 (11): DOI:10.1001/jamanetworkopen.2021.35286
      PMID: 34797372
    • Journal Article
      External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients
      Wong A, Otles E, Donnelly JP, Krumm A, McCullough J, DeTroyer-Cooley O, Pestrue J, Phillips M, Konye J, Penoza C, Ghous M, Singh K. JAMA Internal Medicine, 2021 Aug 1; 181 (8): 1065 - 1070. DOI:10.1001/jamainternmed.2021.2626
      PMID: 34152373
    • Journal Article
      The role of technology in melanoma screening and diagnosis
      Young AT, Vora NB, Cortez J, Tam A, Yeniay Y, Afifi L, Yan D, Nosrati A, Wong A, Johal A, Wei ML. Pigment Cell and Melanoma Research, 2021 Mar 1; 34 (2): 288 - 300. DOI:10.1111/pcmr.12907
      PMID: 32558281