Consensus statements on the current landscape of artificial intelligence applications in endoscopy, addressing roadblocks, and advancing artificial intelligence in gastroenterology.

Journal: Gastrointestinal endoscopy
PMID:

Abstract

BACKGROUND AND AIMS: The American Society for Gastrointestinal Endoscopy (ASGE) AI Task Force along with experts in endoscopy, technology space, regulatory authorities, and other medical subspecialties initiated a consensus process that analyzed the current literature, highlighted potential areas, and outlined the necessary research in artificial intelligence (AI) to allow a clearer understanding of AI as it pertains to endoscopy currently.

Authors

  • Sravanthi Parasa
    Department of Gastroenterology, Swedish Medical Center, Seattle, Washington, USA.
  • Tyler Berzin
    Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.
  • Cadman Leggett
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA.
  • Seth Gross
    Department of Medicine, Division of Gastroenterology, Clinical Care and Quality, NYU Langone Health, New York, New York, USA.
  • Alessandro Repici
    Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano, 20089, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, MI, Italy.
  • Omer F Ahmad
    Department of Gastroenterology, University College London Hospitals NHS Foundation Trust, 250 Euston Road, London, NW1 2BU, United Kingdom; Wellcome/EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, Charles Bell House, 43-45 Foley Street, London, W1W 7TS, United Kingdom. Electronic address: ofahmad123@gmail.com.
  • Austin Chiang
    Medtronic Gastrointestinal, Santa Clara, California, USA.
  • Nayantara Coelho-Prabhu
    Mayo Clinic, Rochester, Minnesota, USA.
  • Jonathan Cohen
    Division of biostatistics, School of Public Health, university of California Berkeley, CA, USA.
  • Evelien Dekker
    Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Centres, location Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands.
  • Rajesh N Keswani
    Northwestern University, Chicago, Illinois, USA.
  • Charles E Kahn
    Perelman School of Medicine, University of Pennsylvania, Philadelphia 19104, USA.
  • Cesare Hassan
    Gastroenterology Unit, Nuovo Regina Margherita Hospital, Rome, Italy.
  • Nicholas Petrick
  • Peter Mountney
    Siemens Healthineers, Medical Imaging Technologies, Princeton, NJ, USA.
  • Jonathan Ng
    Iterative Health, Boston, Massachusetts, USA.
  • Michael Riegler
    Center for Digital Engineering Simula Metropolitan, Fornebu 1364, Norway.
  • Yuichi Mori
    Clinical Effectiveness Research Group, Institute of Health and Society, University of Oslo, and Department of Transplantation Medicine Oslo University Hospital, Oslo, Norway; Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan. Electronic address: ibusiginjp@gmail.com.
  • Yutaka Saito
    National Cancer Center Hospital, Tokyo, Japan (Y.S.).
  • Shyam Thakkar
    Division of Gastroenterology, Allegheny Health Network, Pittsburgh, Pennsylvania; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania. Electronic address: Shyam.Thakkar@AHN.org.
  • Irving Waxman
    Rush University Medical Center, Chicago, Illinois, USA.
  • Michael Bradley Wallace
    Sheikh Shakhbout Medical City, Abu Dhabi, UAE.
  • Prateek Sharma
    Department of Gastroenterology and Hepatology, Kansas City VA Medical Center, Kansas City, Kansas, USA.