Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video).

Journal: Gastrointestinal endoscopy
Published Date:

Abstract

BACKGROUND AND AIMS: We assessed the preliminary diagnostic accuracy of a recently developed computer-aided detection (CAD) system for detection of Barrett's neoplasia during live endoscopic procedures.

Authors

  • Albert J de Groof
    Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
  • Maarten R Struyvenberg
    Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
  • Kiki N Fockens
    Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
  • Joost van der Putten
    VCA Research Group, Eindhoven University of Technology, Eindhoven, The Netherlands. Electronic address: j.a.v.d.putten@tue.nl.
  • Fons van der Sommen
    VCA Research Group, Eindhoven University of Technology, Eindhoven, The Netherlands.
  • Tim G Boers
    Department of Electrical Engineering, VCA Group, Eindhoven University of Technology, Eindhoven, the Netherlands.
  • Sveta Zinger
    Department of Electrical Engineering, VCA Group, Eindhoven University of Technology, Eindhoven, the Netherlands.
  • Raf Bisschops
    Department of Gastroenterology and Hepatology, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium; Department of Translational Research in Gastrointestinal Diseases (TARGID), Catholic University Leuven, Herestraat 49, 3000, Leuven, Belgium. Electronic address: raf.bisschops@uzleuven.be.
  • Peter H de With
    Department of Electrical Engineering, VCA Group, Eindhoven University of Technology, Eindhoven, the Netherlands.
  • Roos E Pouw
    Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
  • Wouter L Curvers
    Department of Gastroenterology and Hepatology, Catharina Hospital Eindhoven, Eindhoven, the Netherlands.
  • Erik J Schoon
    Department of Gastroenterology and Hepatology, Catharina Hospital Eindhoven, Eindhoven, the Netherlands.
  • Jacques J G H M Bergman
    Amsterdam UMC, Amsterdam, The Netherlands.