Art

J-GLOBAL ID：202002283578730836   Reference number：20A0420029

A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants

早産児と満期児のための最新の睡眠段階アルゴリズムを実行する畳込み神経回路網【JST・京大機械翻訳】

Author (12)： Ansari Amir H (Department of Electrical Engineering (ESAT), STADIUS, KU Leuven, Belgium) ,  Ansari Amir H (imec, Leuven, Belgium) ,  De Wel Ofelie (Department of Electrical Engineering (ESAT), STADIUS, KU Leuven, Belgium) ,  De Wel Ofelie (imec, Leuven, Belgium) ,  Pillay Kirubin (Department of Engineering, Institute of Biomedical Engineering, University of Oxford, Oxford, United Kingdom) ,  Dereymaeker Anneleen (Neonatal Intensive Care Unit, Department of Development and Regeneration, University Hospitals Leuven, KU Leuven, Leuven, Belgium) ,  Jansen Katrien (Neonatal Intensive Care Unit, Department of Development and Regeneration, University Hospitals Leuven, KU Leuven, Leuven, Belgium) ,  Jansen Katrien (Department of Development and Regeneration, University Hospitals Leuven, Child Neurology, KU Leuven, Leuven, Belgium) ,  Van Huffel Sabine (Department of Electrical Engineering (ESAT), STADIUS, KU Leuven, Belgium) ,  Van Huffel Sabine (imec, Leuven, Belgium) ,  Naulaers Gunnar (Neonatal Intensive Care Unit, Department of Development and Regeneration, University Hospitals Leuven, KU Leuven, Leuven, Belgium) ,  De Vos Maarten (Department of Engineering, Institute of Biomedical Engineering, University of Oxford, Oxford, United Kingdom)
Material： Journal of Neural Engineering
Volume： 17  Issue： 1  Page： 016028 (11pp)  Publication year： 2020 
JST Material Number： W5563A  ISSN： 1741-2560  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Objective. To classify sleep s...

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Thesaurus term： *convolution ,  Infant ,  *neural network (network) ,  end-to-end signaling system ,  feature selection ,  aftertreatment ,  database ,  electroencephalogram ,  smoothing ,  channel ,  *algorithm ,  neonate ,  network ,  child
Semi thesaurus term： グランドトゥルース ,  ダウンサンプリング , 【Automatic Indexing@JST】

JST classification (3)： Biometry  (EL03020C) ,  Graphic and image processing in general  (JE04010I) ,  Animal physiology in general  (EJ02010E)

Terms in the title (6)： 早産児 ,  満期 ,  睡眠段階 ,  アルゴリズム ,  畳込み ,  神経回路網