Uncovering precision phenotype-biomarker associations in traumatic brain injury using topological data analysis

• Jessica L. Nielson,

  Affiliations Brain and Spinal Injury Center (BASIC), Zuckerberg San Francisco General Hospital, San Francisco, CA, United States of America, Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA

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• Shelly R. Cooper,

  Affiliations Brain and Spinal Injury Center (BASIC), Zuckerberg San Francisco General Hospital, San Francisco, CA, United States of America, Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, United States of America

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• John K. Yue,

  Affiliations Brain and Spinal Injury Center (BASIC), Zuckerberg San Francisco General Hospital, San Francisco, CA, United States of America, Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA

  http://orcid.org/0000-0001-9694-7722

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• Marco D. Sorani,

  Affiliation Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA

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• Tomoo Inoue,

  Affiliations Brain and Spinal Injury Center (BASIC), Zuckerberg San Francisco General Hospital, San Francisco, CA, United States of America, Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA

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• Esther L. Yuh,

  Affiliation Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, United States of America

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• Pratik Mukherjee,

  Affiliation Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, United States of America

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• Tanya C. Petrossian,

  Affiliation Ayasdi, Inc, Palo Alto, CA, United States of America

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• Jesse Paquette,

  Affiliation Ayasdi, Inc, Palo Alto, CA, United States of America

  http://orcid.org/0000-0003-0509-1012

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• Pek Y. Lum,

  Affiliation Ayasdi, Inc, Palo Alto, CA, United States of America

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• Gunnar E. Carlsson,

  Affiliation Ayasdi, Inc, Palo Alto, CA, United States of America

  http://orcid.org/0000-0002-3416-5861

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• Mary J. Vassar,

  Affiliations Brain and Spinal Injury Center (BASIC), Zuckerberg San Francisco General Hospital, San Francisco, CA, United States of America, Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA

  http://orcid.org/0000-0001-6748-6939

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• Hester F. Lingsma,

  Affiliation Public Health, Erasmus Medical Center, Rotterdam, Netherlands

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• Wayne A. Gordon,

  Affiliation Department of Rehabilitation Medicine, Icahn School of Medicine, Mount Sinai, New York, NY, United States of America

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• Alex B. Valadka,

  Affiliation Department of Neurosurgery, Virginia Commonwealth University, Richmond, VA, United States of America

  http://orcid.org/0000-0003-0156-1531

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• David O. Okonkwo,

  Affiliation Department of Neurosurgery, University of Pittsburgh, Pittsburgh, PA, United States of America

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• Geoffrey T. Manley ,

  * E-mail: adam.ferguson@ucsf.edu (ARF); manleyg@neurosurg.ucsf.edu (GTM)

  Affiliations Brain and Spinal Injury Center (BASIC), Zuckerberg San Francisco General Hospital, San Francisco, CA, United States of America, Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA

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• Adam R. Ferguson ,

  * E-mail: adam.ferguson@ucsf.edu (ARF); manleyg@neurosurg.ucsf.edu (GTM)

  Affiliations Brain and Spinal Injury Center (BASIC), Zuckerberg San Francisco General Hospital, San Francisco, CA, United States of America, Department of Neurological Surgery, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, Department of Veterans Affairs, San Francisco VA Medical Center, San Francisco, CA, United States of America

  http://orcid.org/0000-0001-7102-1608

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•  [ ... ],
• TRACK-TBI Investigators

  ¶TRACK-TBI Investigators are listed in the Acknowledgments.

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