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J-GLOBAL ID：202302280857769078   Reference number：23A3190963

Automatic orbital segmentation using deep learning-based 2D U-net and accuracy evaluation: A retrospective study

深層学習ベース2D Uネットと精度評価を用いた自動軌道セグメンテーション:後ろ向き研究【JST・京大機械翻訳】

Author (8)： Morita Daiki (Department of Plastic and Reconstructive Surgery, Kyoto Prefectural University of Medicine, Kyoto, Japan) ,  Kawarazaki Ayako (Department of Plastic and Reconstructive Surgery, Kyoto Prefectural University of Medicine, Kyoto, Japan) ,  Koimizu Jungen (Department of Plastic and Reconstructive Surgery, Omihachiman Community Medical Center, Shiga, Japan) ,  Tsujiko Shoko (Department of Plastic and Reconstructive Surgery, Saiseikai Shigaken Hospital, Shiga, Japan) ,  Soufi Mazen (Division of Information Science, Nara Institute of Science and Technology, Nara, Japan) ,  Otake Yoshito (Division of Information Science, Nara Institute of Science and Technology, Nara, Japan) ,  Sato Yoshinobu (Division of Information Science, Nara Institute of Science and Technology, Nara, Japan) ,  Numajiri Toshiaki (Department of Plastic and Reconstructive Surgery, Kyoto Prefectural University of Medicine, Kyoto, Japan)
Material： Journal of Cranio-Maxillo-Facial Surgery
Volume： 51  Issue： 10  Page： 609-613  Publication year： 2023 
JST Material Number： W3336A  ISSN： 1010-5182  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： The purpose of this study was ...

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Thesaurus term： algorithm ,  *segmentation ,  bone ,  image processing ,  *two dimension ,  orbit(bone) ,  fracture (disease) ,  *orbit (trajectory) ,  three dimension ,  tomographic image ,  3D model ,  Fracture of orbit ,  computed tomography ,  Skull ,  damage and injury
Semi thesaurus term： computed tomography ,  CT画像 ,  三次元印刷 ,  自動セグメンテーション , 【Automatic Indexing@JST】

Author keywords (7)： Orbital fractures ,  Deep learning ,  Imaging ,  Three-dimensional ,  Tomography ,  X-Ray computed ,  Orbit

JST classification (1)： Medical image processing  (JE04020T)

Terms in the title (7)： 深層学習 ,  2D ,  ネット ,  精度評価 ,  軌道 ,  セグメンテーション ,  研究