Characterizing major depressive disorder and substance use disorder using heatmaps and variable interactions: The utility of operant behavior and brain structure relationships

• Nicole L. Vike ,

  Contributed equally to this work with: Nicole L. Vike, Sumra Bari, Byoung Woo Kim

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

  Affiliation Department of Computer Science, University of Cincinnati, Cincinnati, Ohio, United States of America

  https://orcid.org/0000-0002-8617-2377

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• Sumra Bari ,

  Contributed equally to this work with: Nicole L. Vike, Sumra Bari, Byoung Woo Kim

  Roles Formal analysis, Methodology, Software, Writing – review & editing

  Affiliation Department of Computer Science, University of Cincinnati, Cincinnati, Ohio, United States of America

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• Byoung Woo Kim ,

  Contributed equally to this work with: Nicole L. Vike, Sumra Bari, Byoung Woo Kim

  Roles Data curation, Formal analysis, Software, Writing – review & editing

  Affiliation Department of Computer Science, University of Cincinnati, Cincinnati, Ohio, United States of America

  https://orcid.org/0000-0001-7612-4833

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• Aggelos K. Katsaggelos ,

  Roles Project administration, Supervision, Writing – review & editing

  ¶‡ AKK, AJB and HCB also contributed equally to this work as senior authors.

  Affiliations Department of Electrical and Computer Engineering, Northwestern University, Evanston, Illinois, United States of America, Department of Computer Science, Northwestern University, Evanston, Illinois, United States of America, Department of Radiology, Northwestern University, Chicago, Illinois, United States of America

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• Anne J. Blood ,

  Roles Conceptualization, Data curation, Investigation, Methodology, Writing – review & editing

  ¶‡ AKK, AJB and HCB also contributed equally to this work as senior authors.

  Affiliations Department of Psychiatry, Mood and Motor Control Laboratory (MAML), Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States of America, Department of Psychiatry, Laboratory of Neuroimaging and Genetics, Massachusetts General Hospital and Harvard School of Medicine, Boston, Massachusetts, United States of America

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• Hans C. Breiter ,

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

  * E-mail: breitehs@ucmail.uc.edu

  ¶‡ AKK, AJB and HCB also contributed equally to this work as senior authors.

  Affiliations Department of Computer Science, University of Cincinnati, Cincinnati, Ohio, United States of America, Department of Psychiatry, Mood and Motor Control Laboratory (MAML), Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States of America, Department of Psychiatry, Laboratory of Neuroimaging and Genetics, Massachusetts General Hospital and Harvard School of Medicine, Boston, Massachusetts, United States of America, Department of Biomedical Engineering, University of Cincinnati, Cincinnati, Ohio, United States of America

  https://orcid.org/0000-0002-4385-2778

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• on behalf of the Massachusetts General Hospital Phenotype Genotype Project

  ¶Details of the Massachusetts General Hospital Phenotype Genotype Project are provided in the Acknowledgements.

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