About the Authors

Yuzhe Liu

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

y.liu@pitt.edu

Affiliation Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States of America

Jody Manners

Roles Conceptualization, Data curation, Methodology, Resources

Affiliation Department of Neurology, Naval Medical Center Portsmouth, Portsmouth, VA, United States of America

Yazan Bittar

Roles Data curation

Affiliation Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States of America

Sherry H-Y. Chou

Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

Affiliations Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Department of Neurosurgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

Vanathi Gopalakrishnan

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Visualization, Writing – review & editing

Affiliation Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States of America

Competing Interests

I have read the journal’s policy and the authors of this manuscript have the following competing interests: SHYC received support from Edge Therapeutics as site principal investigator for the NEWTON 2 study and from Merck for consultation. This does not alter our adherence to PLOS ONE policies on sharing data and materials.