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J-GLOBAL ID：201902246439349555   Reference number：19A2838657

Single-Channel EEG-Based Machine Learning Method for Prescreening Major Depressive Disorder

Major抑鬱障害を表現するための単一チャネルEEGベース機械学習法【JST・京大機械翻訳】

Author (6)： Wan Zhijiang (Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi 371-0864, Japan) ,  Zhang Hao (College of Economics and Management, Nanjing Forestry University, Nanjing Jiangsu 210037, P. R. China) ,  Huang Jiajin (College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, P. R. China) ,  Zhou Haiyan (College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, P. R. China) ,  Yang Jie (Beijing Anding Hospital of Capital Medical University, Beijing 100088, P. R. China) ,  Zhong Ning (Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi 371-0864, Japan)
Material： International Journal of Information Technology & Decision Making  (IT & DM)
Volume： 18  Issue： 5  Page： 1579-1603  Publication year： 2019 
JST Material Number： W2076A  ISSN： 0219-6220  Document type： Article
Article type： 原著論文  Country of issue： Singapore (SGP)  Language： ENGLISH (EN)

Abstract/Point： Many studies developed the mac...

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Thesaurus term： genetic algorithm ,  *Learning ,  *Machine Learning ,  electroencephalogram ,  hand-held type ,  channel ,  Scalp ,  evolutionary computation
Semi thesaurus term： マルチチャネル ,  Major , 【Automatic Indexing@JST】

Author keywords (5)： Single channel ,  EEG ,  machine learning ,  major depressive disorder ,  MDD prescreening

JST classification (1)： Biometry  (EL03020C)

Terms in the title (5)： 抑鬱障害 ,  表現 ,  チャネル ,  EEG ,  ベース機械