Two-tiered deep-learning-based model for histologic diagnosis of Helicobacter gastritis.

Journal: Histopathology
PMID:

Abstract

AIMS: Helicobacter pylori (HP) infection is the most common cause of chronic gastritis worldwide. Due to the small size of HP and limited resolution, diagnosing HP infections is more difficult when using digital slides.

Authors

  • Yi-Jyun Lin
    Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan.
  • Chi-Chung Chen
    Department of Electrical Engineering, National Chiayi University, 300 Syuefu Road, Chiayi City 60004, Taiwan.
  • Chia-Hsiang Lee
    Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan.
  • Chao-Yuan Yeh
  • Yung-Ming Jeng
    Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan.