A novel classification framework for genome-wide association study of whole brain MRI images using deep learning

• Shaojun Yu,

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

  Affiliation Department of Computer Science, Emory University, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0003-3938-5828

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• Junjie Wu,

  Roles Data curation, Formal analysis

  Affiliation Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, Georgia, United States of America

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• Yumeng Shao,

  Roles Validation

  Affiliation University of Chicago, Chicago, Illinois, United States of America

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• Deqiang Qiu ,

  Roles Supervision, Writing – review & editing

  * E-mail: zhaohui.qin@emory.edu

  Affiliation Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, Georgia, United States of America

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• Zhaohui S. Qin ,

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: zhaohui.qin@emory.edu

  Affiliation Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0002-1583-146X

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• for the Alzheimer’s Disease Neuroimaging Initiative