Utilization of an artificial intelligence-enhanced, web-based application to review bile duct brushing cytologic specimens: A pilot study.

Journal: Cancer cytopathology
PMID:

Abstract

BACKGROUND: The authors previously developed an artificial intelligence (AI) to assist cytologists in the evaluation of digital whole-slide images (WSIs) generated from bile duct brushing specimens. The aim of this trial was to assess the efficiency and accuracy of cytologists using a novel application with this AI tool.

Authors

  • Neil B Marya
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
  • Patrick D Powers
    Independent Researcher, Chelsea, Massachusetts.
  • Melanie C Bois
    Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
  • Christopher Hartley
    Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA.
  • Sarah E Kerr
    Allina Health Laboratory, Minneapolis, Minnesota, USA.
  • Judith Jebastin Thangaiah
    Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA.
  • Daniel Norton
    Independent researcher, Boston, Massachusetts, USA.
  • Barham K Abu Dayyeh
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
  • Richard Cantley
    Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA.
  • Vinay Chandrasekhara
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
  • Gregory Gores
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA.
  • Ferga C Gleeson
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
  • Ryan J Law
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA.
  • Zahra Maleki
    Department of Pathology, Johns Hopkins Hospital, Baltimore, Maryland, USA.
  • John A Martin
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA.
  • Liron Pantanowitz
    Department of Pathology, University of Michigan, Ann Arbor, MI, USA.
  • Bret Petersen
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA.
  • Andrew C Storm
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
  • Michael J Levy
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
  • Rondell P Graham
    Mayo Clinic, Rochester, MN, USA.