Reporting and methods in clinical prediction research: a systematic review (Q21092318)

2

Nicolaas P A

Zuithoff

1 reference

15 August 2022

Susan Mallett

3

Susan

Mallett

1 reference

15 August 2022

Mirjam I Geerlings

4

Mirjam I

Geerlings

1 reference

15 August 2022

Karel G M Moons

8

Karel G M

Creative Commons Attribution 4.0 International

Moons

1 reference

15 August 2022

language of work or name

English

0 references

publication date

22 May 2012

5 references

20 June 2019

22 June 2019

19 September 2019

27 August 2020

8 September 2020

5 references

20 June 2019

22 June 2019

19 September 2019

27 August 2020

8 September 2020

9

0 references

page(s)

1-12

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issue

5

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copyright license

5 references

20 June 2019

22 June 2019

19 September 2019

27 August 2020

CONSORT 2010 explanation and elaboration: updated guidelines for reporting parallel group randomised trials

8 September 2020

0 references

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): explanation and elaboration

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Translating clinical research into clinical practice: impact of using prediction rules to make decisions

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Users' guides to the medical literature: XXII: how to use articles about clinical decision rules. Evidence-Based Medicine Working Group

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Strengthening the reporting of Genetic RIsk Prediction Studies: the GRIPS Statement

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Comparison of imputation methods for handling missing covariate data when fitting a Cox proportional hazards model: a resampling study

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

The use and reporting of multiple imputation in medical research - a review

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Reporting performance of prognostic models in cancer: a review

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

The impact of outcome reporting bias in randomised controlled trials on a cohort of systematic reviews

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Reporting of prognostic studies of tumour markers: a review of published articles in relation to REMARK guidelines

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Prediction models in reproductive medicine: a critical appraisal

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Composite outcomes in cardiovascular research: a survey of randomized trials

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Manchester triage system in paediatric emergency care: prospective observational study

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Five-year risk of colorectal neoplasia after negative screening colonoscopy

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Prehypertension during young adulthood and coronary calcium later in life

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Identifying phases of investigation helps planning, appraising, and applying the results of explanatory prognosis studies

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Relaxing the rule of ten events per variable in logistic and Cox regression

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Systematic review of prognostic models in traumatic brain injury

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Bias arising from missing data in predictive models

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Review: a gentle introduction to imputation of missing values

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Sample sizes of studies on diagnostic accuracy: literature survey

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Evaluation of the quality of prognosis studies in systematic reviews

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Primer: an evidence-based approach to prognostic markers

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Case-control and two-gate designs in diagnostic accuracy studies

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

A review of two journals found that articles using multivariable logistic regression frequently did not report commonly recommended assumptions.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Missing covariate data within cancer prognostic studies: a review of current reporting and proposed guidelines

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Residual mass histology in testicular cancer: development and validation of a clinical prediction rule

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Users' Guides to the Medical Literature

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

What do we mean by validating a prognostic model?

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Empirical evidence of design-related bias in studies of diagnostic tests

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Assessing the generalizability of prognostic information

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Methodological challenges in the evaluation of prognostic factors in breast cancer

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Predictive value of statistical models

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

External validation is necessary in prediction research: a clinical example

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Internal and external validation of predictive models: a simulation study of bias and precision in small samples

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

The risk of determining risk with multivariable models

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

A critical look at methods for handling missing covariates in epidemiologic regression analyses

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Clinical prediction rules. Applications and methodological standards

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Advantages of the nested case-control design in diagnostic research

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Clinical prediction rules. A review and suggested modifications of methodological standards

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Composite end points in randomized trials: there is no free lunch

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Prognosis and prognostic research: application and impact of prognostic models in clinical practice

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Prognosis and prognostic research: Developing a prognostic model

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Prehospital termination of resuscitation in cases of refractory out-of-hospital cardiac arrest

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Evidence of bias and variation in diagnostic accuracy studies

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Reporting recommendations for tumor marker prognostic studies (REMARK).

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Substantial effective sample sizes were required for external validation studies of predictive logistic regression models

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Towards complete and accurate reporting of studies of diagnostic accuracy: The STARD Initiative.

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Inappropriate use of bivariable analysis to screen risk factors for use in multivariable analysis

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

Importance of events per independent variable in proportional hazards regression analysis. II. Accuracy and precision of regression estimates

29 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3358324

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

29 November 2018

1 reference

12 December 2020

Prognosis and prognostic research: validating a prognostic model

1 reference

12 December 2020

Adjusting for partially missing baseline measurements in randomized trials

1 reference

12 December 2020

Unpredictable bias when using the missing indicator method or complete case analysis for missing confounder values: an empirical example

1 reference

12 December 2020

Dichotomizing continuous predictors in multiple regression: a bad idea

1 reference

12 December 2020

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

1 reference

12 December 2020

Epidemiology in the right direction: the importance of descriptive research

1 reference

12 December 2020

Updating methods improved the performance of a clinical prediction model in new patients

1 reference

12 December 2020

10.1371/JOURNAL.PMED.1001221

Identifiers

DOI

1 reference

591961

591961

1 reference

1 reference

1 reference