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J-GLOBAL ID：202002252076814345   Reference number：20A1635315

Development of training environment for deep learning with medical images on supercomputer system based on asynchronous parallel Bayesian optimization

非同期並列Bayes最適化に基づくスーパーコンピュータシステムにおける医用画像による深層学習のための訓練環境の開発【JST・京大機械翻訳】

Author (15)： Nomura Yukihiro (Department of Computational Diagnostic Radiology and Preventive Medicine, The University of Tokyo Hospital, Tokyo, Japan) ,  Sato Issei (Department of Complexity Science and Engineering, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan) ,  Sato Issei (Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan) ,  Sato Issei (Department of Radiology, The University of Tokyo Hospital, Tokyo, Japan) ,  Hanawa Toshihiro (Information Technology Center, The University of Tokyo, Tokyo, Japan) ,  Hanaoka Shouhei (Department of Radiology, The University of Tokyo Hospital, Tokyo, Japan) ,  Nakao Takahiro (Department of Radiology, The University of Tokyo Hospital, Tokyo, Japan) ,  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, Ibaraki, Japan) ,  Hoshino Tetsuya (Information Technology Center, The University of Tokyo, Tokyo, Japan) ,  Sekiya Yuji (Information Technology Center, 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)
Material： Journal of Supercomputing
Volume： 76  Issue： 9  Page： 7315-7332  Publication year： 2020 
JST Material Number： T0418A  ISSN： 0920-8542  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： Abstract: Recently, deep learn...

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Thesaurus term： *optimization ,  tuning ,  application program ,  *medical image ,  three dimension ,  high-resolution ,  *supercomputer ,  medical image analysis ,  *deep learning ,  *modification
Semi thesaurus term： 二次元画像 ,  ハイパーパラメータ , 【Automatic Indexing@JST】

Author keywords (4)： Deep learning ,  Asynchronous parallel Bayesian optimization ,  Hyperparameter optimization ,  Medical image

JST classification (2)： Medical image processing  (JE04020T) ,  Artificial intelligence  (JE08000Z)

Terms in the title (8)： 非同期 ,  Bayes最適化 ,  スーパーコンピュータ ,  医用画像 ,  深層学習 ,  訓練 ,  環境 ,  開発