(Q36315061)

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Regression trees for predicting mortality in patients with cardiovascular disease: what improvement is achieved by using ensemble-based methods?

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scholarly article

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Europe PubMed Central

PMC publication ID

13 August 2017

Regression trees for predicting mortality in patients with cardiovascular disease: what improvement is achieved by using ensemble-based methods? (English)

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Europe PubMed Central

PMC publication ID

13 August 2017

cardiovascular disease

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based on heuristic

inferred from title

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Jack V Tu

4

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Peter C Austin

1

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Ewout W. Steyerberg

object named as

Ewout W Steyerberg

3

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Douglas S Lee

2

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Europe PubMed Central

PMC publication ID

13 August 2017

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publication date

6 July 2012

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Europe PubMed Central

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13 August 2017

Biometrical Journal

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Europe PubMed Central

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13 August 2017

54

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Europe PubMed Central

PMC publication ID

13 August 2017

5

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Europe PubMed Central

PMC publication ID

13 August 2017

657-673

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Europe PubMed Central

PMC publication ID

13 August 2017

maintained by WikiProject

WikiProject Mathematics

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TIMI, GRACE and alternative risk scores in Acute Coronary Syndromes: a meta-analysis of 40 derivation studies on 216,552 patients and of 42 validation studies on 31,625 patients

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3470596

30 September 2017

Assessing the performance of prediction models: a framework for traditional and novel measures

1 reference

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30 September 2017

Effectiveness of public report cards for improving the quality of cardiac care: the EFFECT study: a randomized trial

1 reference

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Developing a prognostic model for traumatic brain injury--a missed opportunity?

1 reference

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30 September 2017

A comparison of regression trees, logistic regression, generalized additive models, and multivariate adaptive regression splines for predicting AMI mortality

1 reference

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30 September 2017

Predictors of hospital mortality in the global registry of acute coronary events

1 reference

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29 June 2018

A comparison of statistical learning methods on the Gusto database.

1 reference

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29 June 2018

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

1 reference

https://api.crossref.org/works/10.1002%2FBIMJ.201100251

21 January 2018

Predicting mortality among patients hospitalized for heart failure: derivation and validation of a clinical model

1 reference

https://api.crossref.org/works/10.1002%2FBIMJ.201100251

21 January 2018

Early deaths in patients with heart failure discharged from the emergency department: a population-based analysis.

1 reference

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21 January 2018

Risk-Treatment Mismatch in the Pharmacotherapy of Heart Failure

1 reference

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Propensity Score Estimation With Boosted Regression for Evaluating Causal Effects in Observational Studies

1 reference

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21 January 2018

Identifiers

10.1002/BIMJ.201100251

1 reference

Europe PubMed Central

PMC publication ID

13 August 2017

PMC publication ID

1 reference

Europe PubMed Central

PMC publication ID

13 August 2017

PubMed publication ID

1 reference

Europe PubMed Central

PMC publication ID

13 August 2017

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