Development and Validation of a Deep Neural Network for Accurate Evaluation of Endoscopic Images From Patients With Ulcerative Colitis.

Abstract

Authors

• Kento Takenaka
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Kazuo Ohtsuka
  Tokyo Medical and Dental University, Tokyo, Japan (K.O.).
• Toshimitsu Fujii
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Mariko Negi
  Department of Human Pathology, Tokyo Medical and Dental University, Tokyo, Japan.
• Kohei Suzuki
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Hiromichi Shimizu
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Shiori Oshima
  LE Development Department, R&D Division, Medical Business Group, Sony Imaging Products & Solutions Inc., Kanagawa, Japan.
• Shintaro Akiyama
  Laboratory Chief, Division of Genomic Medicine, Medical Genome Center, National Center for Geriatrics and Gerontology, 7-430 Morioka-cho, Obu, Aichi, 474-8511, Japan.
• Maiko Motobayashi
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Masakazu Nagahori
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Eiko Saito
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Katsuyoshi Matsuoka
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.
• Mamoru Watanabe
  Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan. Electronic address: mamoru.gast@tmd.ac.jp.

Keywords

External Resources