Influence of artificial intelligence on the diagnostic performance of endoscopists in the assessment of Barrett's esophagus: a tandem randomized and video trial.

Journal: Endoscopy
Published Date:

Abstract

BACKGROUND: This study evaluated the effect of an artificial intelligence (AI)-based clinical decision support system on the performance and diagnostic confidence of endoscopists in their assessment of Barrett's esophagus (BE).

Authors

  • Michael Meinikheim
    Internal Medicine III-Gastroenterology, University Hospital of Augsburg, Augsburg, Germany.
  • Robert Mendel
    Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg (OTH Regensburg), Germany.
  • Christoph Palm
    Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg (OTH Regensburg), Germany; Regensburg Center of Biomedical Engineering (RCBE), OTH Regensburg and Regensburg University, Germany.
  • Andreas Probst
    Medizinische Klinik III, Klinikum Augsburg, Germany.
  • Anna Muzalyova
    Internal Medicine III-Gastroenterology, University Hospital of Augsburg, Augsburg, Germany.
  • Markus W Scheppach
    Department of Gastroenterology, Universitätsklinikum Augsburg, Augsburg, Germany.
  • Sandra Nagl
    Department of Gastroenterology, University Hospital Augsburg, Augsburg, Germany.
  • Elisabeth Schnoy
    Internal Medicine III-Gastroenterology, University Hospital of Augsburg, Augsburg, Germany.
  • Christoph Römmele
    Department of Gastroenterology, Universitätsklinikum Augsburg, Augsburg, Germany.
  • Dominik A H Schulz
    Department of Gastroenterology, University Hospital Augsburg, Augsburg, Germany.
  • Jakob Schlottmann
    Internal Medicine III-Gastroenterology, University Hospital of Augsburg, Augsburg, Germany.
  • Friederike Prinz
    Department of Gastroenterology, Universitätsklinikum Augsburg, Augsburg, Germany.
  • David Rauber
    Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany.
  • Tobias Rückert
    Regensburg Medical Image Computing, Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany.
  • Tomoaki Matsumura
    Department of Gastroenterology, Graduate School of Medicine, Chiba University, Inohana 1-8-1, Chiba, 260-8670, Japan. matsumura@chiba-u.jp.
  • Gloria Fernández-Esparrach
    Endoscopy Unit, Gastroenterology Department, Hospital Clínic, IDIBAPS, CIBEREHD, University of Barcelona, Barcelona, Spain. mgfernan@clinic.cat.
  • Nasim Parsa
    University of Missouri, Department of Medicine, Division of Gastroenterology and Hepatology, Columbia, MO, United States.
  • Michael F Byrne
    Division of Gastroenterology, Vancouver General Hospital, Vancouver, British Columbia, Canada.
  • Helmut Messmann
    Medizinische Klinik III, Klinikum Augsburg, Germany.
  • Alanna Ebigbo
    Medizinische Klinik III, Klinikum Augsburg, Germany.