Endoscopic Diagnostic Support System for cT1b Colorectal Cancer Using Deep Learning.

Journal: Oncology
Published Date: Aug 21, 2018

Abstract

OBJECTIVE: This study aimed to use convolutional neural network (CNN), a deep learning software, to assist in cT1b diagnosis.

Authors

  • Nao Ito
    Department of Medical System Engineering, Graduate School of Engineering, Chiba University, Chiba, Japan.
  • Hiroshi Kawahira
    Center for Frontier Medical Engineering, Chiba University, 1-33 Yayoicho, Inage-ku, Chiba, 263-8522, Japan.
  • Hirotaka Nakashima
    Department of Gastroenterology, Foundation for Detection of Early Gastric Carcinoma, Tokyo, Japan.
  • Masaya Uesato
    Department of Frontier Surgery, Chiba University Graduate School of Medicine, Chiba, Japan.
  • Hideaki Miyauchi
    Department of Frontier Surgery, Chiba University Graduate School of Medicine, Chiba, Japan.
  • Hisahiro Matsubara
    Department of Frontier Surgery, Chiba University Graduate School of Medicine, Chiba, Japan.

Keywords

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