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Sparse deep neural networks on imaging genetics for schizophrenia case-control classification.
Chen, Jiayu; Li, Xiang; Calhoun, Vince D; Turner, Jessica A; van Erp, Theo G M; Wang, Lei; Andreassen, Ole A; Agartz, Ingrid; Westlye, Lars T; Jönsson, Erik; Ford, Judith M; Mathalon, Daniel H; Macciardi, Fabio; O'Leary, Daniel S; Liu, Jingyu; Ji, Shihao.
Afiliação
  • Chen J; Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS): (Georgia State University, Georgia Institute of Technology and Emory University), Atlanta, Georgia, USA.
  • Li X; Department of Computer Science, Georgia State University, Atlanta, Georgia, USA.
  • Calhoun VD; Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS): (Georgia State University, Georgia Institute of Technology and Emory University), Atlanta, Georgia, USA.
  • Turner JA; Department of Computer Science, Georgia State University, Atlanta, Georgia, USA.
  • van Erp TGM; Psychology Department and Neuroscience Institute, Georgia State University, Atlanta, Georgia, USA.
  • Wang L; Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS): (Georgia State University, Georgia Institute of Technology and Emory University), Atlanta, Georgia, USA.
  • Andreassen OA; Psychology Department and Neuroscience Institute, Georgia State University, Atlanta, Georgia, USA.
  • Agartz I; Department of Psychiatry and Human Behavior, School of Medicine, University of California, Irvine, Irvine, California, USA.
  • Westlye LT; Center for the Neurobiology of Learning and Memory, University of California, Irvine, Irvine, California, USA.
  • Jönsson E; Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, Illinois, USA.
  • Ford JM; Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo & Oslo University Hospital, Oslo, Norway.
  • Mathalon DH; Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo & Oslo University Hospital, Oslo, Norway.
  • Macciardi F; Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.
  • O'Leary DS; Department of Clinical Neuroscience, Centre for Psychiatric Research, Karolinska Institutet, Stockholm, Sweden.
  • Liu J; Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo & Oslo University Hospital, Oslo, Norway.
  • Ji S; Department of Psychology, University of Oslo, Oslo, Norway.
Hum Brain Mapp ; 42(8): 2556-2568, 2021 06 01.
Article em En | MEDLINE | ID: mdl-33724588
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Esquizofrenia / Córtex Cerebral / Neuroimagem / Substância Cinzenta / Aprendizado Profundo Tipo de estudo: Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Humans Idioma: En Revista: Hum Brain Mapp Assunto da revista: CEREBRO Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Esquizofrenia / Córtex Cerebral / Neuroimagem / Substância Cinzenta / Aprendizado Profundo Tipo de estudo: Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Humans Idioma: En Revista: Hum Brain Mapp Assunto da revista: CEREBRO Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos