Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare.

Journal: Journal of the American Medical Informatics Association : JAMIA
PMID: 38031481

Abstract

OBJECTIVE: The complexity and rapid pace of development of algorithmic technologies pose challenges for their regulation and oversight in healthcare settings. We sought to improve our institution's approach to evaluation and governance of algorithmic technologies used in clinical care and operations by creating an Implementation Guide that standardizes evaluation criteria so that local oversight is performed in an objective fashion.

Authors

  • Nicoleta J Economou-Zavlanos
    Duke University School of Medicine, Durham, North Carolina, USA.
  • Sophia Bessias
    Duke AI Health, Duke University School of Medicine, Durham, NC.
  • Michael P Cary
    School of Nursing, Duke University, Durham, NC; Duke AI Health, Duke University School of Medicine, Durham, NC. Electronic address: michael.cary@duke.edu.
  • Armando D Bedoya
    Division of Pulmonary, Allergy, and Critical Care Medicine, Duke University School of Medicine, Durham, NC, United States.
  • Benjamin A Goldstein
    Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina.
  • John E Jelovsek
    Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, NC 27710, United States.
  • Cara L O'Brien
    Duke Health Technology Solutions, Duke University Health System, Durham, NC 27705, United States.
  • Nancy Walden
    Duke AI Health, Duke University School of Medicine, Durham, NC 27705, United States.
  • Matthew Elmore
    Duke Health AI Evaluation & Governance, Duke University School of Medicine, Durham, NC, USA.
  • Amanda B Parrish
    Duke University School of Medicine, Durham, North Carolina, USA.
  • Scott Elengold
    Office of Counsel, Duke University, Durham, North Carolina, USA.
  • Kay S Lytle
    Duke University School of Nursing, Durham, NC 27710, United States.
  • Suresh Balu
    Duke Institute for Health Innovation.
  • Michael E Lipkin
    Division of Urology, Duke University Medical Center, Durham, North Carolina, USA.
  • Afreen Idris Shariff
    Department of Medicine, Duke University School of Medicine, Durham, NC 27710, United States.
  • Michael Gao
    Duke Institute for Health Innovation.
  • David Leverenz
    Department of Medicine, Duke University School of Medicine, Durham, NC 27710, United States.
  • Ricardo Henao
    Department of Electrical and Computer Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina.
  • David Y Ming
    Departments of Pediatrics.
  • David M Gallagher
    Department of Medicine, Duke University School of Medicine, Durham, NC 27710, United States.
  • Michael J Pencina
    Duke Clinical Research Institute, Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina.
  • Eric G Poon
    Duke University Health System, Durham, NC, United States.

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