(Q31032703)

http://europepmc.org/abstract/PMC/5884101

23 June 2018

title

Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach (English)

1 reference

http://europepmc.org/abstract/PMC/5884101

23 June 2018

0 references

0 references

0 references

0 references

6

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

Michael K. Hall

7

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

author name string

R Andrew Taylor

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

Joseph R Pare

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

Arjun K Venkatesh

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

Hani Mowafi

4

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

Edward R Melnick

5

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

publication date

13 February 2016

1 reference

http://europepmc.org/abstract/PMC/5884101

23 June 2018

published in

Academic Emergency Medicine

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

volume

23

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

issue

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

page(s)

269-278

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

describes a project that uses

9 June 2020

SQL

1 reference

26 June 2022

https://europepmc.org/article/PMC/PMC5884101

based on heuristic

inferred from PubMed Central ID database lookup

cites work

Exploring the Potential of Predictive Analytics and Big Data in Emergency Care

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Systemic inflammatory response syndrome criteria in defining severe sepsis

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

External validation of new risk prediction models is infrequent and reveals worse prognostic discrimination

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Predictive accuracy and feasibility of risk stratification scores for 28-day mortality of patients with sepsis in an emergency department

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Big data and new knowledge in medicine: the thinking, training, and tools needed for a learning health system

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Implementing electronic health care predictive analytics: considerations and challenges

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

The legal and ethical concerns that arise from using complex predictive analytics in health care

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Big data in health care: using analytics to identify and manage high-risk and high-cost patients

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

PARAMO: a PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Measuring the modified early warning score and the Rothman index: advantages of utilizing the electronic medical record in an early warning system

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

The inevitable application of big data to health care

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Predicting Anatomical Therapeutic Chemical (ATC) classification of drugs by integrating chemical-chemical interactions and similarities

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Risk prediction models: II. External validation, model updating, and impact assessment

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Comparison of severity of illness scoring systems in the prediction of hospital mortality in severe sepsis and septic shock

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Validation, updating and impact of clinical prediction rules: a review

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Implementation of clinical decision rules in the emergency department

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Exploiting missing clinical data in Bayesian network modeling for predicting medical problems

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Performance of severity of illness scoring systems in emergency department patients with infection

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Receiver-operating characteristic analysis for evaluating diagnostic tests and predictive models

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Bias in random forest variable importance measures: illustrations, sources and a solution

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Emergency medicine practitioner knowledge and use of decision rules for the evaluation of patients with suspected pulmonary embolism: variations by practice setting and training level

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Complete Convergence and the Law of Large Numbers

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Mortality in Emergency Department Sepsis (MEDS) score: a prospectively derived and validated clinical prediction rule

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Laboratory critical values policies and procedures: a college of American Pathologists Q-Probes Study in 623 institutions

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Early goal-directed therapy in the treatment of severe sepsis and septic shock

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Identifying confounding by indication through blinded prospective review

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Epidemiology of severe sepsis in the United States: analysis of incidence, outcome, and associated costs of care

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Methodologic standards for the development of clinical decision rules in emergency medicine.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

A simulation study of the number of events per variable in logistic regression analysis

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

APACHE II: a severity of disease classification system

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Methodologic standards for interpreting clinical decision rules in emergency medicine: 2014 update.

4 July 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

From mindless to mindful practice--cognitive bias and clinical decision making

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

Rapid Emergency Medicine Score can predict long-term mortality in nonsurgical emergency department patients

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

Discretization: An Enabling Technique

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

An efficient k-means clustering algorithm: analysis and implementation

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

A decision rule for identifying children at low risk for brain injuries after blunt head trauma

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

Random forests classification analysis for the assessment of diagnostic skill.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

The Role of Physicians in the Era of Predictive Analytics.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FACEM.12876

Improving classification performance with discretization on biomedical datasets

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Implementation of Clinical Decision Rules in the Emergency Department

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5884101

Use of out-of-hospital variables to predict severity of injury in pediatric patients involved in motor vehicle crashes

25 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26679719

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Clinical prediction rules

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26679719

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1111/ACEM.12876

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26679719%20AND%20SRC:MED&resulttype=core&format=json

9 June 2020

PubMed publication ID

26679719

1 reference