Art

J-GLOBAL ID：202002276748070280   Reference number：20A2475457

Convolutional neural network with autoencoder-assisted multiclass labelling for seizure detection based on scalp electroencephalography

頭皮脳波に基づく発作検出のためのオートエンコーダ支援マルチクラスラベリングによる畳込みニューラルネットワーク【JST・京大機械翻訳】

Author (7)： Takahashi Hirokazu (Department of Mechano-informatics, Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan) ,  Takahashi Hirokazu (Research Center for Advanced Science and Technology, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo, 153-8904, Japan) ,  Emami Ali (Research Center for Advanced Science and Technology, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo, 153-8904, Japan) ,  Shinozaki Takashi (CiNet, National Institute of Information and Communications Technology, 1-4 Yamadaoka, Suita City, Osaka, 565-0871, Japan) ,  Kunii Naoto (Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan) ,  Matsuo Takeshi (Tokyo Metropolitan Neurological Hospital, 2-6-1 Musashidai, Fuchu, Tokyo, 183-0042, Japan) ,  Kawai Kensuke (Department of Neurosurgery, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke-shi, Tochigi, 329-0498, Japan)
Material： Computers in Biology and Medicine  (International Journal)
Volume： 125  Page： Null  Publication year： 2020 
JST Material Number： E0858A  ISSN： 0010-4825  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： In long-term video-monitoring,...

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Thesaurus term： alarm ,  Epilepsy ,  video recorder ,  *seizure (disease) ,  artifact ,  interleave ,  error alarm

Author keywords (6)： Autoencoder ,  Convolutional neural network ,  Electroencephalography ,  Epilepsy ,  Seizure ,  Video-EEG monitoring

JST classification (1)： Biometry  (EL03020C)

Terms in the title (5)： 頭皮脳波 ,  発作 ,  オートエンコーダ ,  支援 ,  畳込みニューラルネットワーク