Aaron J. Masino:
ORCID: http://orcid.org/0000-0002-2684-0548
Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole:
MethodologyRole: SoftwareRole: VisualizationRole: Writing – original draft
Mary Catherine Harris: Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: Writing –
original draft
Daniel Forsyth: Role: SoftwareRole: Writing – review & editing
Svetlana Ostapenko: Role: Data curationRole: Writing – review & editing
Lakshmi Srinivasan:
ORCID: http://orcid.org/0000-0002-6786-9523
Role: ValidationRole: Writing – review & editing
Christopher P. Bonafide: Role: MethodologyRole: Writing – review & editing
Fran Balamuth: Role: MethodologyRole: Writing – review & editing
Melissa Schmatz: Role: Data curationRole: Writing – review & editing
Robert W. Grundmeier:
ORCID: http://orcid.org/0000-0002-8290-5588
Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: MethodologyRole:
Project administrationRole: SoftwareRole: Writing – original draft
Jose M. Juarez: Role: Editor
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS ONE
Journal ID (publisher-id): plos
Journal ID (pmc): plosone
Title:
PLoS ONE
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Electronic):
1932-6203
Publication date
(Electronic):
22
February
2019
Publication date Collection: 2019
Volume: 14
Issue: 2
Electronic Location Identifier: e0212665
Affiliations
[1
]
Department of Anesthesiology and Critical Care, Perelman School of Medicine at the
University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
[2
]
Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia,
Philadelphia, Pennsylvania, United States of America
[3
]
Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania,
Philadelphia, Pennsylvania, United States of America
[4
]
Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United
States of America
[5
]
Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia,
Philadelphia, PA, United States of America
University of Murcia, SPAIN
Author notes
Competing Interests: The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PONE-D-18-16848
DOI: 10.1371/journal.pone.0212665
PMC ID: 6386402
PubMed ID: 30794638
SO-VID: 9a7a3ced-3acb-40e9-af61-7dc24443ca2e
Copyright © © 2019 Masino et al
License:
This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided
the original author and source are credited.
Funded by: funder-id http://dx.doi.org/10.13039/100007928, Perelman School of Medicine, University of Pennsylvania;
Award Recipient
:
ORCID: http://orcid.org/0000-0002-8290-5588
Robert W. Grundmeier
This work was funded by the Institute for Biomedical Informatics at the University
of Pennsylvania (
http://upibi.org/) and the Research Institute at Children’s Hospital of Philadelphia (
https://www.research.chop.edu/). The funders had no role in study design, data collection and analysis, decision
to publish, or preparation of the manuscript.
Subject:
Research Article
Subject:
Medicine and Health Sciences
Subject:
Diagnostic Medicine
Subject:
Signs and Symptoms
Subject:
Sepsis
Subject:
Medicine and Health Sciences
Subject:
Pathology and Laboratory Medicine
Subject:
Signs and Symptoms
Subject:
Sepsis
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
People and Places
Subject:
Population Groupings
Subject:
Age Groups
Subject:
Children
Subject:
Infants
Subject:
People and Places
Subject:
Population Groupings
Subject:
Families
Subject:
Children
Subject:
Infants
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
Support Vector Machines
Subject:
Medicine and Health Sciences
Subject:
Diagnostic Medicine
Subject:
Signs and Symptoms
Subject:
Sepsis
Subject:
Neonatal Sepsis
Subject:
Medicine and Health Sciences
Subject:
Pathology and Laboratory Medicine
Subject:
Signs and Symptoms
Subject:
Sepsis
Subject:
Neonatal Sepsis
Subject:
Medicine and Health Sciences
Subject:
Pharmacology
Subject:
Drugs
Subject:
Antimicrobials
Subject:
Antibiotics
Subject:
Biology and Life Sciences
Subject:
Microbiology
Subject:
Microbial Control
Subject:
Antimicrobials
Subject:
Antibiotics
Subject:
Medicine and Health Sciences
Subject:
Cardiology
Subject:
Heart Rate
Subject:
Biology and Life Sciences
Subject:
Anatomy
Subject:
Body Fluids
Subject:
Blood
Subject:
Medicine and Health Sciences
Subject:
Anatomy
Subject:
Body Fluids
Subject:
Blood
Subject:
Biology and Life Sciences
Subject:
Physiology
Subject:
Body Fluids
Subject:
Blood
Subject:
Medicine and Health Sciences
Subject:
Physiology
Subject:
Body Fluids
Subject:
Blood