Automatic extraction of upper-limb kinematic activity using deep learning-based markerless tracking during deep brain stimulation implantation for Parkinson’s disease: A proof of concept study

• Sunderland Baker,

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

  Affiliation Department of Human Biology and Kinesiology, Colorado College, Colorado Springs, Colorado, United States of America

  https://orcid.org/0000-0002-7975-0554

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• Anand Tekriwal,

  Roles Formal analysis, Writing – review & editing

  Affiliations Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America, Department of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America, Neuroscience Graduate Program, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America, Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

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• Gidon Felsen,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

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• Elijah Christensen,

  Roles Methodology, Writing – review & editing

  Affiliations Neuroscience Graduate Program, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America, Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

  https://orcid.org/0000-0003-2166-1169

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• Lisa Hirt,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

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• Steven G. Ojemann,

  Roles Data curation, Resources

  Affiliation Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

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• Daniel R. Kramer,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

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• Drew S. Kern,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America, Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

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• John A. Thompson

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: john.a.thompson@cuanschutz.edu

  Affiliations Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America, Neuroscience Graduate Program, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America, Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America

  https://orcid.org/0000-0003-2991-5194

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