(Q37598936)

21 August 2017

From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system (English)

1 reference

21 August 2017

0 references

decision support system

1 reference

1 reference

Eren Gultepe

1

1 reference

21 August 2017

Jeffrey P Green

2

1 reference

21 August 2017

Hien Nguyen

3

1 reference

21 August 2017

Jason Adams

4

1 reference

21 August 2017

Timothy Albertson

5

1 reference

21 August 2017

Ilias Tagkopoulos

6

1 reference

21 August 2017

19 August 2013

1 reference

Journal of the American Medical Informatics Association

21 August 2017

1 reference

21 August 2017

21

1 reference

21 August 2017

2

1 reference

21 August 2017

315-325

1 reference

describes a project that uses

21 August 2017

Bayes' theorem

1 reference

18 June 2022

https://europepmc.org/article/PMC/3932455

inferred from PubMed Central ID database lookup

cites work

Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock, 2012

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Unsupervised modeling of cell morphology dynamics for time-lapse microscopy

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Surviving the first hours in sepsis: getting the basics right (an intensivist's perspective).

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

A survival benefit of combination antibiotic therapy for serious infections associated with sepsis and septic shock is contingent only on the risk of death: a meta-analytic/meta-regression study

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

The Surviving Sepsis Campaign: results of an international guideline-based performance improvement program targeting severe sepsis

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Bundled care for septic shock: an analysis of clinical trials

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

The effect of a quantitative resuscitation strategy on mortality in patients with sepsis: a meta-analysis

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Review: a gentle introduction to imputation of missing values

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

The impact of compliance with 6-hour and 24-hour sepsis bundles on hospital mortality in patients with severe sepsis: a prospective observational study

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference.

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Predicting ICU mortality: a comparison of stationary and nonstationary temporal models

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

APACHE—acute physiology and chronic health evaluation: a physiologically based classification system

23 August 2017

2 references

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

23 August 2017

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001815

Variability analysis and the diagnosis, management, and treatment of sepsis

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Serum lactate is a better predictor of short-term mortality when stratified by C-reactive protein in adult emergency department patients hospitalized for a suspected infection

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Early lactate clearance is associated with improved outcome in severe sepsis and septic shock

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Accuracy of Handheld Point-of-Care Fingertip Lactate Measurement in the Emergency Department

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Predisposition, insult/infection, response, and organ dysfunction: A new model for staging severe sepsis

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Occult hypoperfusion and mortality in patients with suspected infection

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Serum lactate as a predictor of mortality in patients with infection

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Mortality in Emergency Department Sepsis (MEDS) score predicts 1-year mortality

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Early detection of sepsis in the emergency department using Dynamic Bayesian Networks

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Prediction of severe sepsis using SVM model

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Non-invasive classification of severe sepsis and systemic inflammatory response syndrome using a nonlinear support vector machine: a preliminary study

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Sepsis mortality prediction based on predisposition, infection and response.

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Comparison of lactate values between point-of-care and central laboratory analyzers.

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Hemodynamic variables related to outcome in septic shock

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Evaluation of predictive ability of APACHE II system and hospital outcome in Canadian intensive care unit patients.

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932455

Cholera: lessons from haiti and beyond

1 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001815

Severe sepsis mortality prediction with logistic regression over latent factors

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001815

Acute Physiology and Chronic Health Evaluation (APACHE) IV: Hospital mortality assessment for today’s critically ill patients*

21 January 2018

1 reference

12 December 2020

1 reference

12 December 2020

Serial blood lactate levels can predict the development of multiple organ failure following septic shock

1 reference

12 December 2020

A simplified acute physiology score for ICU patients

1 reference

12 December 2020

Duration of hypotension before initiation of effective antimicrobial therapy is the critical determinant of survival in human septic shock

1 reference

12 December 2020

10.1136/AMIAJNL-2013-001815

Identifiers

DOI

1 reference

journals/jamia/GultepeGNAAT14

21 August 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

21 August 2017

1 reference