Sumanth Madhusudan Prabhakar: Role: ConceptualizationRole: Data curationRole: MethodologyRole: Writing – original
draft
Takashi Tagami:
ORCID: http://orcid.org/0000-0001-6953-1932
Role: ConceptualizationRole: Formal analysisRole: MethodologyRole: ResourcesRole:
SupervisionRole: Writing – original draft
Nan Liu: Role: Data curationRole: MethodologyRole: SupervisionRole: Writing – review & editing
Mas’uud Ibnu Samsudin: Role: ConceptualizationRole: MethodologyRole: Writing – review & editing
Janson Cheng Ji Ng: Role: Data curationRole: InvestigationRole: Visualization
Zhi Xiong Koh: Role: Data curationRole: InvestigationRole: MethodologyRole: Visualization
Marcus Eng Hock Ong: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole:
SupervisionRole: Writing – review & editing
Juan Carlos Lopez-Delgado: 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):
18
March
2019
Publication date Collection: 2019
Volume: 14
Issue: 3
Electronic Location Identifier: e0213445
Affiliations
[1
]
Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
[2
]
Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
[3
]
Department of Emergency and Critical Care Medicine, Nippon Medical School Tama Nagayama
Hospital, Tokyo, Japan
[4
]
Health Services Research Centre, Singapore Health Services, Singapore, Singapore
[5
]
Duke-NUS Medical School, Singapore, Singapore
[6
]
Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore
Hospital Universitari Bellvitge, SPAIN
Author notes
Competing Interests: NL and MO have a patent filing that is not directly related to this study (System
and method of determining a risk score for triage, Application Number: US 13/791,764).
MO has a similar patent filing unrelated to this study (Method of predicting acute
cardiopulmonary events and survivability of a patient, Application Number: US 13/047,348).
MO also has a licensing agreement with ZOLL Medical Corporation for the above patented
technology. There are no further patents, products in development or marketed products
to declare. All the other authors do not have either commercial or personal associations
or any sources of support that might pose a conflict of interest in the subject matter
or materials discussed in this manuscript. Our conflict of interest does not alter
our adherence to PLOS ONE policies on sharing data and materials.
Author information
Article
Publisher ID:
PONE-D-18-25807
DOI: 10.1371/journal.pone.0213445
PMC ID: 6422271
PubMed ID: 30883595
SO-VID: 9d1e9e8c-848c-425f-9433-126913bd79e3
Copyright © © 2019 Prabhakar 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.
The authors received no specific funding for this work.
Subject:
Research Article
Subject:
Research and Analysis Methods
Subject:
Mathematical and Statistical Techniques
Subject:
Statistical Methods
Subject:
Forecasting
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Statistics
Subject:
Statistical Methods
Subject:
Forecasting
Subject:
Medicine and Health Sciences
Subject:
Critical Care and Emergency Medicine
Subject:
Medicine and Health Sciences
Subject:
Cardiology
Subject:
Heart Rate
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:
Research and Analysis Methods
Subject:
Bioassays and Physiological Analysis
Subject:
Electrophysiological Techniques
Subject:
Cardiac Electrophysiology
Subject:
Electrocardiography
Subject:
Research and Analysis Methods
Subject:
Database and Informatics Methods
Subject:
Health Informatics
Subject:
Electronic Medical Records
Subject:
Research and Analysis Methods
Subject:
Computational Techniques
Subject:
Fluctuation Analysis
Subject:
Biology and Life Sciences
Subject:
Physiology
Subject:
Respiratory Physiology
Subject:
Medicine and Health Sciences
Subject:
Physiology
Subject:
Respiratory Physiology