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Multimodal fusion diagnosis of depression and anxiety based on CNN-LSTM model.
Xie, Wanqing; Wang, Chen; Lin, Zhixiong; Luo, Xudong; Chen, Wenqian; Xu, Manzhu; Liang, Lizhong; Liu, Xiaofeng; Wang, Yanzhong; Luo, Hui; Cheng, Mingmei.
Afiliação
  • Xie W; Department of Intelligent Medical Engineering, School of Biomedical Engineering, Anhui Medical University, Hefei, China; Department of Psychology, School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China; Suzhou Fanhan Information Technology Company, Ltd, Suzhou, Ch
  • Wang C; College of the Mathematical Sciences, Harbin Engineering University, Harbin, China.
  • Lin Z; Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.
  • Luo X; Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.
  • Chen W; College of the Mathematical Sciences, Harbin Engineering University, Harbin, China.
  • Xu M; Department of Biological Sciences, Rensselaer Polytechnic Institute, Troy, NY 12180, USA.
  • Liang L; Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China; School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China.
  • Liu X; Suzhou Fanhan Information Technology Company, Ltd, Suzhou, China; Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA.
  • Wang Y; School of Population Health & Environmental Sciences, Faculty of Life Science and Medicine, King's College London, London, UK.
  • Luo H; Marine Biomedical Research Institute of Guangdong Medical University, Zhanjiang 510240, China. Electronic address: huiluo524023@gmail.com.
  • Cheng M; Department of Intelligent Medical Engineering, School of Biomedical Engineering, Anhui Medical University, Hefei, China; Department of Psychology, School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China. Electronic address: chengmm68@gmail.com.
Comput Med Imaging Graph ; 102: 102128, 2022 12.
Article em En | MEDLINE | ID: mdl-36272311
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Depressão Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Comput Med Imaging Graph Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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PubMed Links
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Depressão Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Comput Med Imaging Graph Ano de publicação: 2022 Tipo de documento: Article