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Automated EEG-based screening of depression using deep convolutional neural network.
Acharya, U Rajendra; Oh, Shu Lih; Hagiwara, Yuki; Tan, Jen Hong; Adeli, Hojjat; Subha, D P.
Affiliation
  • Acharya UR; Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535 Clementi Road, Singapore 599489, Singapore; Department of Biomedical Engineering, School of Science and Technology, Singapore University of Social Sciences, Singapore; Department of Biomedical Engineering, Faculty of Engin
  • Oh SL; Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535 Clementi Road, Singapore 599489, Singapore.
  • Hagiwara Y; Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535 Clementi Road, Singapore 599489, Singapore.
  • Tan JH; Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, 535 Clementi Road, Singapore 599489, Singapore.
  • Adeli H; Departments of Neuroscience, Neurology, Biomedical Informatics, The Ohio State University, 470 Hitchcock Hall, 2070 Neil Avenue, Columbus, OH, United States.
  • Subha DP; Department of Electrical Engineering, National Institute of Technology Calicut, India.
Comput Methods Programs Biomed ; 161: 103-113, 2018 Jul.
Article in En | MEDLINE | ID: mdl-29852953
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Signal Processing, Computer-Assisted / Electronic Data Processing / Diagnosis, Computer-Assisted / Neural Networks, Computer / Depression / Electroencephalography Type of study: Diagnostic_studies / Prognostic_studies / Screening_studies Limits: Humans Language: En Journal: Comput Methods Programs Biomed Journal subject: INFORMATICA MEDICA Year: 2018 Document type: Article Country of publication:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Signal Processing, Computer-Assisted / Electronic Data Processing / Diagnosis, Computer-Assisted / Neural Networks, Computer / Depression / Electroencephalography Type of study: Diagnostic_studies / Prognostic_studies / Screening_studies Limits: Humans Language: En Journal: Comput Methods Programs Biomed Journal subject: INFORMATICA MEDICA Year: 2018 Document type: Article Country of publication: