Classifying simulated gait impairments using privacy-preserving explainable artificial intelligence and mobile phone videos

• Lauhitya Reddy,

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

  Affiliation Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America

  https://orcid.org/0009-0007-0621-8130

  ⨯
• Ketan Anand,

  Roles Software

  Affiliation Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America

  https://orcid.org/0009-0000-3308-0949

  ⨯
• Shoibolina Kaushik,

  Roles Software

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

  https://orcid.org/0000-0003-0885-3836

  ⨯
• Corey Rodrigo,

  Roles Data curation, Project administration

  Affiliation Department of Rehabilitation Medicine, Emory University, Atlanta, Georgia, United States of America

  ⨯
• J. Lucas McKay,

  Roles Conceptualization, Writing – review & editing

  Affiliations Department of Neurology, Emory University, Atlanta, Georgia, United States of America, Department of Biomedical Informatics, Emory University, Atlanta, Georgia, United States of America

  ⨯
• Trisha M. Kesar ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Resources, Supervision, Writing – review & editing

  ¶☯ These authors are both senior authors and equally contributed to this work.

  Affiliations Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America, Department of Rehabilitation Medicine, Emory University, Atlanta, Georgia, United States of America

  ⨯
• Hyeokhyen Kwon

  Roles Conceptualization, Resources, Software, Supervision, Writing – review & editing

  * E-mail: hyeokhyen.kwon@emory.edu

  ¶☯ These authors are both senior authors and equally contributed to this work.

  Affiliations Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America, Department of Biomedical Informatics, Emory University, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0002-5693-3278

  ⨯