Art

J-GLOBAL ID：201902219378360151   Reference number：19A0735236

Detecting intertrochanteric hip fractures with orthopedist-level accuracy using a deep convolutional neural network

深い畳み込みニューラルネットワークを用いた整形外科レベル精度による転子間股関節骨折の検出【JST・京大機械翻訳】

Author (7)： Urakawa Takaaki (Department of Orthopedic Surgery, Tsuruoka Municipal Shonai Hospital, Tsuruoka-shi, Yamagata, Japan) ,  Urakawa Takaaki (Division of Orthopedic Surgery, Department of Regenerative and Transplant Medicine, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan) ,  Tanaka Yuki (Department of Orthopedic Surgery, Tsuruoka Municipal Shonai Hospital, Tsuruoka-shi, Yamagata, Japan) ,  Goto Shinichi (Department of Orthopedic Surgery, Tsuruoka Municipal Shonai Hospital, Tsuruoka-shi, Yamagata, Japan) ,  Matsuzawa Hitoshi (Center for Integrated Human Brain Science, Brain Research Institute, University of Niigata, Niigata, Japan) ,  Watanabe Kei (Division of Orthopedic Surgery, Department of Regenerative and Transplant Medicine, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan) ,  Endo Naoto (Division of Orthopedic Surgery, Department of Regenerative and Transplant Medicine, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan)
Material： Skeletal Radiology
Volume： 48  Issue： 2  Page： 239-244  Publication year： 2019 
JST Material Number： W4948A  ISSN： 0364-2348  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： To compare performances in dia...

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Thesaurus term： convolution ,  *fracture (disease) ,  *orthopedic surgery ,  Pseudarthrosis ,  femur ,  human ,  image ,  neural network (network) ,  X-ray photography ,  *Hip Joint ,  Femoral Neck Fractures ,  Proximal femoral bone ,  *Hip Fractures ,  *damage and injury ,  bone of leg
Semi thesaurus term： 救急救命室 ,  特異性 ,  整形外科医 , 【Automatic Indexing@JST】

Author keywords (4)： Fracture ,  Deep learning ,  Orthopedics ,  Convolutional neural network

JST classification (2)： Surgical treatment for musculoskeletal diseases  (GG05030O) ,  Musculoskeletal diseases  (GG03000T)

Terms in the title (3)： 畳み込みニューラルネットワーク ,  整形外科 ,  股関節骨折