Individualized spatial network predictions using Siamese convolutional neural networks: A resting-state fMRI study of over 11,000 unaffected individuals

• Reihaneh Hassanzadeh ,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  * E-mail: rhassanzadeh1@student.gsu.edu

  Affiliations Department of Computer Science, Georgia State University, Atlanta, GA, United States of America, Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America

  https://orcid.org/0000-0001-8022-8619

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• Rogers F. Silva,

  Roles Resources, Writing – review & editing

  Affiliation Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America

  https://orcid.org/0000-0002-7271-1288

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• Anees Abrol,

  Roles Resources, Writing – review & editing

  Affiliation Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America

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• Mustafa Salman,

  Roles Resources, Writing – review & editing

  Affiliations Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America, School of Electrical & Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States of America

  https://orcid.org/0000-0002-3545-3195

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• Anna Bonkhoff,

  Roles Writing – review & editing

  Affiliation J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America

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• Yuhui Du,

  Roles Resources

  Affiliation Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America

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• Zening Fu,

  Roles Resources

  Affiliation Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America

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• Thomas DeRamus,

  Roles Resources

  Affiliation Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America

  https://orcid.org/0000-0002-5774-2297

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• Eswar Damaraju,

  Roles Resources

  Affiliation Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America

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• Bradley Baker,

  Roles Resources

  Affiliations Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America, School of Electrical & Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States of America

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• Vince D. Calhoun

  Roles Funding acquisition, Project administration, Supervision, Writing – review & editing

  Affiliations Department of Computer Science, Georgia State University, Atlanta, GA, United States of America, Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States of America, School of Electrical & Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States of America

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