Learning about learning: Mining human brain sub-network biomarkers from fMRI data

• Petko Bogdanov ,

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

  * E-mail: pbogdanov@albany.edu

  Affiliation Department of Computer Science, University at Albany—SUNY, 1400 Washington Ave, Albany, NY 12222, United States of America

  http://orcid.org/0000-0001-6310-3224

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• Nazli Dereli,

  Roles Conceptualization, Software, Validation, Visualization, Writing – original draft

  Affiliation Ticketmaster, Los Angeles, CA, United States of America

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• Xuan-Hong Dang,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science, University of California Santa Barbara, Santa Barbara, CA 93106-5110, United States of America

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• Danielle S. Bassett,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Complex Systems Group, Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, United States of America, Department of Electrical Engineering, University of Pennsylvania, Philadelphia, PA, 19104, United States of America

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• Nicholas F. Wymbs,

  Roles Data curation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Physical Medicine and Rehabilitation, Johns Hopkins Medical Institutions, Baltimore, MD 21205, United States of America

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• Scott T. Grafton,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychology and UCSB Brain Imaging Center, University of California Santa Barbara, Santa Barbara, CA, United States of America

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• Ambuj K. Singh

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science, University of California Santa Barbara, Santa Barbara, CA 93106-5110, United States of America

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