High-frequency ultrasound detects biomechanical weakening in keratoconus with lower stiffness at higher grade

• Sunny Kwok,

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

  Affiliation Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, United States of America

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• Xueliang Pan,

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

  Affiliation Department of Biomedical Informatics, The Ohio State University, Columbus, Ohio, United States of America

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• William Liu,

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

  Affiliation Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, United States of America

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• Andrew Hendershot,

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

  Affiliation Department of Ophthalmology and Visual Sciences, The Ohio State University, Columbus, Ohio, United States of America

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• Jun Liu

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: liu.314@osu.edu

  Affiliations Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, United States of America, Department of Ophthalmology and Visual Sciences, The Ohio State University, Columbus, Ohio, United States of America

  https://orcid.org/0000-0001-5984-4169

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