[Effects of sample size and data augmentation on U-Net-based automatic segmentation of various organs].

Journal: Igaku butsuri : Nihon Igaku Butsuri Gakkai kikanshi = Japanese journal of medical physics : an official journal of Japan Society of Medical Physics
Published Date: Jan 1, 2023

Abstract

No abstract available for this article.

Authors

  • Takafumi Nemoto
    Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjuku-ku, Tokyo 160-8582, Japan; Division of Radiation Oncology, Saiseikai Yokohamashi Tobu Hospital, Shimosueyoshi 3-6-1, Tsurumi-ku, Yokohama-shi, Kanagawa 230-8765, Japan. Electronic address: takatohoku@gmail.com.
  • Natsumi Futakami
    Department of Radiation Oncology, Tokai University School of Medicine, Shimokasuya 143, Isehara-shi, Kanagawa 259-1143, Japan.
  • Etsuo Kunieda
    Department of Radiation Oncology, Tokai University School of Medicine, Shimokasuya 143, Isehara-shi, Kanagawa 259-1143, Japan.
  • Masamichi Yagi
    HPC&AI Business Dept., Platform Technical Engineer Div., System Platform Solution Unit, Fujitsu Limited, World Trade Center Building, 4-1, Hamamatsucho 2-chome, Minato-ku, Tokyo 105-6125, Japan.
  • Atsuya Takeda
    Radiation Oncology Center, Ofuna Chuo Hospital, Kamakura-shi 247-0056, Japan.
  • Takeshi Akiba
    Department of Radiation Oncology, Tokai University School of Medicine, Shimokasuya 143, Isehara-shi, Kanagawa 259-1143, Japan.
  • Eride Mutu
  • Naoyuki Shigematsu
    Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjuku-ku, Tokyo 160-8582, Japan.

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