Art

J-GLOBAL ID：202002251446368753   Reference number：20A0631735

Bayesian Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT Using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction

畳込みニューラルネットワーク強化正規化金属アーチファクト低減を用いた金属アーチファクト汚染CTにおける股関節および大腿筋肉のBayesセグメンテーション【JST・京大機械翻訳】

Author (7)： Sakamoto Mitsuki (Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan) ,  Hiasa Yuta (Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan) ,  Otake Yoshito (Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan) ,  Takao Masaki (Graduate School of Medicine, Osaka University, Suita, Japan) ,  Suzuki Yuki (Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan) ,  Sugano Nobuhiko (Graduate School of Medicine, Osaka University, Suita, Japan) ,  Sato Yoshinobu (Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Japan)
Material： Journal of Signal Processing Systems
Volume： 92  Issue： 3  Page： 335-344  Publication year： 2020 
JST Material Number： W2025A  ISSN： 1939-8018  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： Abstract: In total hip arthrop...

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Thesaurus term： *normalization ,  *segmentation ,  total hip arthroplasty ,  medical image ,  simulation ,  uncertainty ,  orthopedic surgery ,  symmetry ,  computed tomography ,  *muscle of thigh ,  *hip joint ,  refinement
Semi thesaurus term： CT画像 ,  *メタルアーチファクト ,  *アーチファクト低減 , 【Automatic Indexing@JST】

Author keywords (5)： Deep learning ,  Convolutional neural network ,  Semantic segmentation ,  Metal artifact reduction ,  Total hip arthroplasty

JST classification (3)： Medical image processing  (JE04020T) ,  Prosthesis(=artificial substitutes for body part)  (EL04000N) ,  Musculoskeletal system diagnosis  (GG02000M)

Terms in the title (10)： 畳込みニューラルネットワーク ,  強化 ,  正規化 ,  金属アーチファクト ,  汚染 ,  CT ,  股関節 ,  大腿 ,  筋肉 ,  セグメンテーション