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J-GLOBAL ID：201902248448557105   Reference number：19A1768496

Four-dimensional fully convolutional residual network-based liver segmentation in Gd-EOB-DTPA-enhanced MRI

Gd-EOB-DTPA増強MRIにおける4次元完全畳込み残存ネットワークに基づく肝臓セグメンテーション【JST・京大機械翻訳】

Author (12)： Takenaga Tomomi (Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Tokyo, Japan) ,  Takenaga Tomomi (Department of Radiological Sciences, Ibaraki Prefectural University of Health Sciences, Inashiki-gun, Ibaraki, Japan) ,  Hanaoka Shouhei (Department of Radiology, the University of Tokyo Hospital, Tokyo, Japan) ,  Nomura Yukihiro (Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Tokyo, Japan) ,  Nemoto Mitsutaka (Faculty of Biology-Oriented Science and Technology, Kindai University, Kinokawa, Wakayama, Japan) ,  Murata Masaki (Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Tokyo, Japan) ,  Nakao Takahiro (Radiology and Biomedical Engineering, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan) ,  Miki Soichiro (Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Tokyo, Japan) ,  Yoshikawa Takeharu (Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Tokyo, Japan) ,  Hayashi Naoto (Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Tokyo, Japan) ,  Abe Osamu (Department of Radiology, the University of Tokyo Hospital, Tokyo, Japan) ,  Abe Osamu (Radiology and Biomedical Engineering, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan)
Material： International Journal of Computer Assisted Radiology and Surgery
Volume： 14  Issue： 8  Page： 1259-1266  Publication year： 2019 
JST Material Number： W4459A  ISSN： 1861-6410  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： Gadolinium-ethoxybenzyl-diethy...

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Thesaurus term： optimization ,  pretreatment ,  residual ,  *convolution ,  *network ,  rule base ,  NMR imaging ,  *segmentation ,  image ,  software ,  *four dimension ,  *liver segmentation ,  modification
Semi thesaurus term： ハイパーパラメータ ,  モダリティ ,  *Gd-EOB-DTPA , 【Automatic Indexing@JST】

Author keywords (5)： Segmentation ,  Gd-EOB-DTPA ,  CAD ,  Liver ,  Convolutional neural network

JST classification (3)： Medical image processing  (JE04020T) ,  Pattern recognition  (JE07000S) ,  Artificial intelligence  (JE08000Z)

Terms in the title (7)： Gd-EOB-DTPA ,  増強 ,  MRI ,  4次元 ,  畳込み ,  残存 ,  肝臓セグメンテーション