About the Authors

Komal S. Rathi

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

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Sherjeel Arif

Roles Data curation, Investigation, Visualization

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Mateusz Koptyra

Roles Supervision, Writing – review & editing

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Ammar S. Naqvi

Roles Writing – review & editing

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Deanne M. Taylor

Roles Resources, Supervision

Affiliations Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

Phillip B. Storm

Roles Funding acquisition, Resources

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Adam C. Resnick

Roles Funding acquisition, Resources

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Jo Lynne Rokita

Contributed equally to this work with: Jo Lynne Rokita, Pichai Raman

Roles Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

rokita@email.chop.edu (JLR); pichai.x.raman@gsk.com (PR)

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Pichai Raman

Contributed equally to this work with: Jo Lynne Rokita, Pichai Raman

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

rokita@email.chop.edu (JLR); pichai.x.raman@gsk.com (PR)

Affiliations Center for Data-Driven Discovery in Biomedicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Division of Neurosurgery, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Competing Interests

The authors have declared that no competing interests exist.