iGWAS: Image-based genome-wide association of self-supervised deep phenotyping of retina fundus images

• Ziqian Xie,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

  Affiliations Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, Texas, United States of America

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• Tao Zhang,

  Roles Investigation, Software, Writing – review & editing

  Affiliation Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America

  https://orcid.org/0009-0008-0264-4789

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• Sangbae Kim,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America

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• Jiaxiong Lu,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America

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• Wanheng Zhang,

  Roles Investigation, Writing – review & editing

  Affiliation School of Public Health, The University of Texas Health Science Center at Houston, Houston, Texas, United States of America

  https://orcid.org/0009-0005-6431-8872

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• Cheng-Hui Lin,

  Roles Validation, Writing – review & editing

  Affiliation Department of Ophthalmology, Stanford University School of Medicine, Stanford, California, United States of America

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• Man-Ru Wu,

  Roles Validation, Writing – review & editing

  Affiliation Department of Ophthalmology, Stanford University School of Medicine, Stanford, California, United States of America

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• Alexander Davis,

  Roles Validation, Writing – review & editing

  Affiliation Department of Ophthalmology, Stanford University School of Medicine, Stanford, California, United States of America

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• Roomasa Channa,

  Roles Funding acquisition, Writing – review & editing

  Affiliation Department of Ophthalmology and Visual Sciences, University of Wisconsin, Madison, Wisconsin, United States of America

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• Luca Giancardo,

  Roles Methodology, Writing – review & editing

  Affiliation School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, Texas, United States of America

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• Han Chen,

  Roles Methodology, Writing – review & editing

  Affiliations School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, Texas, United States of America, School of Public Health, The University of Texas Health Science Center at Houston, Houston, Texas, United States of America, Human Genetics Center, Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, Texas, United States of America

  https://orcid.org/0000-0002-9510-4923

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• Sui Wang,

  Roles Resources, Supervision, Validation, Writing – review & editing

  Affiliation Department of Ophthalmology, Stanford University School of Medicine, Stanford, California, United States of America

  https://orcid.org/0000-0003-1563-9117

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• Rui Chen ,

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – original draft

  * E-mail: ruichen@bcm.edu (RC); Degui.Zhi@uth.tmc.edu (DZ)

  Affiliation Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America

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• Degui Zhi

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Visualization, Writing – original draft

  * E-mail: ruichen@bcm.edu (RC); Degui.Zhi@uth.tmc.edu (DZ)

  Affiliation School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, Texas, United States of America

  https://orcid.org/0000-0001-7754-1890

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