(Q36242749)

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A Comparison of a Machine Learning Model with EuroSCORE II in Predicting Mortality after Elective Cardiac Surgery: A Decision Curve Analysis.

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scholarly article

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

A Comparison of a Machine Learning Model with EuroSCORE II in Predicting Mortality after Elective Cardiac Surgery: A Decision Curve Analysis (English)

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

cardiac surgery

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machine learning

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1

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

author name string

Nicolas Allou

2

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

Pascal Augustin

3

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

Ivan Philip

4

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

Olivier Martinet

5

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

Myriem Belghiti

6

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

Sophie Provenchere

7

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Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

Philippe Montravers

8

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

Cyril Ferdynus

9

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Europe PubMed Central

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5 April 2020

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6 January 2017

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5 April 2020

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

12

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Europe PubMed Central

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5 April 2020

1

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5 April 2020

e0169772

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

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Creative Commons Attribution 4.0 International

6 January 2017

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Europe PubMed Central

18 June 2022

https://europepmc.org/article/PMC/5218502

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inferred from PubMed Central ID database lookup

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

Testing a machine-learning algorithm to predict the persistence and severity of major depressive disorder from baseline self-reports.

1 reference

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1 October 2017

A land use regression model for ambient ultrafine particles in Montreal, Canada: A comparison of linear regression and a machine learning approach

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

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

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

Guidelines on the management of valvular heart disease (version 2012).

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

Assessing the clinical benefit of nuclear matrix protein 22 in the surveillance of patients with nonmuscle-invasive bladder cancer and negative cytology: a decision-curve analysis

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

The Society of Thoracic Surgeons 2008 cardiac surgery risk models: part 2--isolated valve surgery

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

The Society of Thoracic Surgeons 2008 cardiac surgery risk models: part 1--coronary artery bypass grafting surgery

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

Decision analysis for the evaluation of diagnostic tests, prediction models and molecular markers

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

Decision curve analysis: a novel method for evaluating prediction models

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

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

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

1 October 2017

2014 ESC/EACTS Guidelines on myocardial revascularization: The Task Force on Myocardial Revascularization of the European Society of Cardiology (ESC) and the European Association for Cardio-Thoracic Surgery (EACTS)Developed with the special contribu

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

29 June 2018

Extensions to decision curve analysis, a novel method for evaluating diagnostic tests, prediction models and molecular markers

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

29 June 2018

Performance of the EuroSCORE II and the Society of Thoracic Surgeons Score in patients undergoing aortic valve replacement for aortic stenosis.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

Decision curve analysis.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

Evaluation of 5-fluorouracil metabolic enzymes as predictors of response to adjuvant chemotherapy outcomes in patients with stage II/III colorectal cancer: a decision-curve analysis.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

Decision curve analysis and external validation of the postoperative Karakiewicz nomogram for renal cell carcinoma based on a large single-center study cohort

1 reference

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22 September 2018

Utility of vital signs, heart rate variability and complexity, and machine learning for identifying the need for lifesaving interventions in trauma patients.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

Defining optimum treatment of patients with pancreatic adenocarcinoma using regret-based decision curve analysis

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

Poor performances of EuroSCORE and CARE score for prediction of perioperative mortality in octogenarians undergoing aortic valve replacement for aortic stenosis

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

The Society of Thoracic Surgeons 2008 cardiac surgery risk models: part 3--valve plus coronary artery bypass grafting surgery

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

European system for cardiac operative risk evaluation (EuroSCORE).

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5218502

22 September 2018

Identifiers

10.1371/JOURNAL.PONE.0169772

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Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

2017PLoSO..1269772A

0 references

PMC publication ID

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

PubMed publication ID

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28060903%20AND%20SRC:MED&resulttype=core&format=json

5 April 2020

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