(Q39180614)

9 September 2017

Towards better clinical prediction models: seven steps for development and an ABCD for validation (English)

1 reference

9 September 2017

2

Yvonne Vergouwe

0 references

Ewout W. Steyerberg

series ordinal

1

object named as

Ewout W Steyerberg

1 reference

9 September 2017

Yvonne Vergouwe

2

1 reference

9 September 2017

4 June 2014

1 reference

9 September 2017

European Heart Journal

1 reference

9 September 2017

35

1 reference

9 September 2017

29

1 reference

9 September 2017

1925-1931

1 reference

External validation of multivariable prediction models: a systematic review of methodological conduct and reporting

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Net reclassification improvement: computation, interpretation, and controversies: a literature review and clinician's guide

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

External validation of a Cox prognostic model: principles and methods

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Evaluation of markers and risk prediction models: overview of relationships between NRI and decision-analytic measures

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Predicting the 10 year risk of cardiovascular disease in the United Kingdom: independent and external validation of an updated version of QRISK2

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Reporting and methods in clinical prediction research: a systematic review

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Reporting methods in studies developing prognostic models in cancer: a review

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

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

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Assessment of claims of improved prediction beyond the Framingham risk score

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Criteria for evaluation of novel markers of cardiovascular risk: a scientific statement from the American Heart Association

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Management of acute myocardial infarction in patients presenting with persistent ST-segment elevation: The Task Force on the management of ST-segment elevation acute myocardial infarction of the European Society of Cardiology:

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

A systematic review finds methodological improvements necessary for prognostic models in determining traumatic brain injury outcomes.

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Decision curve analysis: a novel method for evaluating prediction models

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Prognostic modeling with logistic regression analysis: in search of a sensible strategy in small data sets

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Prognostic modelling with logistic regression analysis: a comparison of selection and estimation methods in small data sets.

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Stepwise selection in small data sets: a simulation study of bias in logistic regression analysis

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Assessing the generalizability of prognostic information

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Predictors of 30-day mortality in the era of reperfusion for acute myocardial infarction. Results from an international trial of 41,021 patients. GUSTO-I Investigators

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Predictive value of statistical models

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Validation and updating of predictive logistic regression models: a study on sample size and shrinkage.

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Validation of probabilistic predictions

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: a clinical example.

25 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

A comparison of statistical learning methods on the Gusto database.

17 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Should we adjust for covariates in nonlinear regression analyses of randomized trials?

17 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

A new calibration test and a reappraisal of the calibration belt for the assessment of prediction models based on dichotomous outcomes.

17 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Beyond the usual prediction accuracy metrics: reporting results for clinical decision making.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

The need for reorientation toward cost-effective prediction: comments on 'Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond' by M. J. Pencina et al., Statistics in Medicine (DOI: 10

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Internal validation of predictive models: efficiency of some procedures for logistic regression analysis.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Validation of the Framingham coronary heart disease prediction scores: results of a multiple ethnic groups investigation

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Predictors of cardiac events after major vascular surgery: Role of clinical characteristics, dobutamine echocardiography, and beta-blocker therapy

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Clinical trials in acute myocardial infarction: should we adjust for baseline characteristics?

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

A clinical prediction rule for the diagnosis of coronary artery disease: validation, updating, and extension

21 August 2018

2 references

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

4 November 2018

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Does the Net Reclassification Improvement Help Us Evaluate Models and Markers?

2 December 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Equally valid models gave divergent predictions for mortality in acute myocardial infarction patients in a comparison of logical regression models

2 December 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4155437

Validity of prognostic models: when is a model clinically useful?

2 December 2018

1 reference

12 December 2020

Construction, validation and updating of a prognostic model for kidney graft survival

1 reference

12 December 2020

Dichotomizing continuous predictors in multiple regression: a bad idea

1 reference

12 December 2020

Prognosis and prognostic research: what, why, and how?

1 reference

12 December 2020

Visualizing and assessing discrimination in the logistic regression model

1 reference

12 December 2020

Doc, what are my chances? A conversation about prognostic uncertainty

1 reference

12 December 2020

Identifiers

DOI

10.1093/EURHEARTJ/EHU207

1 reference

9 September 2017

1 reference

PMC publication ID

4155437

9 September 2017

PubMed publication ID

24898551

1 reference

PMC publication ID

4155437