Deep learning analysis of fMRI data for predicting Alzheimer’s Disease: A focus on convolutional neural networks and model interpretability

• Xiao Zhou,

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

  Affiliation Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, CT, United States of America

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• Sanchita Kedia,

  Roles Data curation, Formal analysis, Software, Validation, Writing – original draft

  Affiliation Department of Computer Science, Yale University, New Haven, CT, United States of America

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• Ran Meng,

  Roles Investigation, Validation, Writing – review & editing

  Affiliation Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, CT, United States of America

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• Mark Gerstein

  Roles Conceptualization, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: mark@gersteinlab.org

  Affiliations Program in Computational Biology & Bioinformatics, Yale University, New Haven, CT, United States of America, Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, CT, United States of America, Department of Computer Science, Yale University, New Haven, CT, United States of America, Department of Statistics & Data Science, Yale University, New Haven, CT, United States of America, Department of Biomedical Informatics & Data Science, Yale University, New Haven, CT, United States of America

  https://orcid.org/0000-0002-9746-3719

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