Literature DB >> 23339155

Unexpected predictor-outcome associations in clinical prediction research: causes and solutions.

Ewoud Schuit1, Rolf H H Groenwold, Frank E Harrell, Wim L A M de Kort, Anneke Kwee, Ben Willem J Mol, Richard D Riley, Karel G M Moons.   

Abstract

Mesh:

Year:  2013        PMID: 23339155      PMCID: PMC3708030          DOI: 10.1503/cmaj.120812

Source DB:  PubMed          Journal:  CMAJ        ISSN: 0820-3946            Impact factor:   8.262


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  19 in total

1.  Missing covariate data in medical research: to impute is better than to ignore.

Authors:  Kristel J M Janssen; A Rogier T Donders; Frank E Harrell; Yvonne Vergouwe; Qingxia Chen; Diederick E Grobbee; Karel G M Moons
Journal:  J Clin Epidemiol       Date:  2010-03-24       Impact factor: 6.437

2.  Multiple-imputation for measurement-error correction.

Authors:  Stephen R Cole; Haitao Chu; Sander Greenland
Journal:  Int J Epidemiol       Date:  2006-05-18       Impact factor: 7.196

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

Authors:  Karel G M Moons; Douglas G Altman; Yvonne Vergouwe; Patrick Royston
Journal:  BMJ       Date:  2009-06-04

4.  Prediction of neonatal metabolic acidosis in women with a singleton term pregnancy in cephalic presentation.

Authors:  Michelle E M H Westerhuis; Ewoud Schuit; Anneke Kwee; Nicolaas P A Zuithoff; Rolf H H Groenwold; Eline S A Van Den Akker; Erik Van Beek; Hendrikus J H M Van Dessel; Addy P Drogtrop; Herman P Van Geijn; Guiseppe C M Graziosi; Jan M M Van Lith; Jan G Nijhuis; S Guid Oei; Herman P Oosterbaan; Martina M Porath; Robert J P Rijnders; Nico W E Schuitemaker; Lia D E Wijnberger; Christine Willekes; Maurice G A J Wouters; Gerard H A Visser; Ben Willem J Mol; Karel G M Moons
Journal:  Am J Perinatol       Date:  2011-08-03       Impact factor: 1.862

5.  Adjusting for differential-verification bias in diagnostic-accuracy studies: a Bayesian approach.

Authors:  Joris A H de Groot; Nandini Dendukuri; Kristel J M Janssen; Johannes B Reitsma; Patrick M M Bossuyt; Karel G M Moons
Journal:  Epidemiology       Date:  2011-03       Impact factor: 4.822

Review 6.  A systematic review of p53 as a prognostic factor of survival in squamous cell carcinoma of the four main anatomical subsites of the head and neck.

Authors:  Sankalap Tandon; Catrin Tudur-Smith; Richard D Riley; Mark T Boyd; Terence M Jones
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2010-02       Impact factor: 4.254

7.  Development and validation of a prediction model for low hemoglobin deferral in a large cohort of whole blood donors.

Authors:  A Mireille Baart; Wim L A M de Kort; Femke Atsma; Karel G M Moons; Yvonne Vergouwe
Journal:  Transfusion       Date:  2012-04-23       Impact factor: 3.157

8.  Incidence and mortality of venous thrombosis: a population-based study.

Authors:  I A Naess; S C Christiansen; P Romundstad; S C Cannegieter; F R Rosendaal; J Hammerstrøm
Journal:  J Thromb Haemost       Date:  2007-04       Impact factor: 5.824

9.  A simple method to adjust clinical prediction models to local circumstances.

Authors:  Kristel J M Janssen; Yvonne Vergouwe; Cor J Kalkman; Diederick E Grobbee; Karel G M Moons
Journal:  Can J Anaesth       Date:  2009-02-07       Impact factor: 5.063

10.  Multivariate meta-analysis: potential and promise.

Authors:  Dan Jackson; Richard Riley; Ian R White
Journal:  Stat Med       Date:  2011-01-26       Impact factor: 2.373

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  12 in total

1.  Training Load and Its Role in Injury Prevention, Part 2: Conceptual and Methodologic Pitfalls.

Authors:  Franco M Impellizzeri; Alan McCall; Patrick Ward; Luke Bornn; Aaron J Coutts
Journal:  J Athl Train       Date:  2020-09-01       Impact factor: 2.860

2.  Prediction of Cardiovascular Disease Risk Accounting for Future Initiation of Statin Treatment.

Authors:  Zhe Xu; Matthew Arnold; David Stevens; Stephen Kaptoge; Lisa Pennells; Michael J Sweeting; Jessica Barrett; Emanuele Di Angelantonio; Angela M Wood
Journal:  Am J Epidemiol       Date:  2021-10-01       Impact factor: 5.363

3.  A Roadmap for Optimizing Asthma Care Management via Computational Approaches.

Authors:  Gang Luo; Katherine Sward
Journal:  JMIR Med Inform       Date:  2017-09-26

4.  Prognosis of sciatica and back-related leg pain in primary care: the ATLAS cohort.

Authors:  Kika Konstantinou; Kate M Dunn; Reuben Ogollah; Martyn Lewis; Danielle van der Windt; Elaine M Hay
Journal:  Spine J       Date:  2017-11-21       Impact factor: 4.166

5.  Adjustment for unmeasured confounding through informative priors for the confounder-outcome relation.

Authors:  Rolf H H Groenwold; Inbal Shofty; Milica Miočević; Maarten van Smeden; Irene Klugkist
Journal:  BMC Med Res Methodol       Date:  2018-12-22       Impact factor: 4.615

6.  Retrospective study on the possible existence of a treatment paradox in sepsis scores in the emergency department.

Authors:  Jan Willem Uffen; Harriet van Goor; Johannes Reitsma; Jan Jelrik Oosterheert; Marieke de Regt; Karin Kaasjager
Journal:  BMJ Open       Date:  2021-03-11       Impact factor: 2.692

7.  Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods.

Authors:  Artuur M Leeuwenberg; Maarten van Smeden; Johannes A Langendijk; Arjen van der Schaaf; Murielle E Mauer; Karel G M Moons; Johannes B Reitsma; Ewoud Schuit
Journal:  Diagn Progn Res       Date:  2022-01-11

8.  Predictive Factors for Delivery within 7 Days after Successful 48-Hour Treatment of Threatened Preterm Labor.

Authors:  Carolien Roos; Ewoud Schuit; Hubertina C J Scheepers; Kitty W M Bloemenkamp; Antoinette C Bolte; Hans J J Duvekot; Jim van Eyck; Joke H Kok; Anneke Kwee; Ashley E R Merién; Brent C Opmeer; Martijn A Oudijk; Mariëlle G van Pampus; Dimitri N M Papatsonis; Martina M Porath; Krystyna M Sollie; Marc E A Spaanderman; Sylvia M C Vijgen; Christine Willekes; Fred K Lotgering; Joris A M van der Post; Ben Willem J Mol
Journal:  AJP Rep       Date:  2015-06-03

9.  Using marginal structural models to adjust for treatment drop-in when developing clinical prediction models.

Authors:  Matthew Sperrin; Glen P Martin; Alexander Pate; Tjeerd Van Staa; Niels Peek; Iain Buchan
Journal:  Stat Med       Date:  2018-08-02       Impact factor: 2.373

10.  Association between Computed Tomographic Biomarkers of Cerebral Small Vessel Diseases and Long-Term Outcome after Spontaneous Intracerebral Hemorrhage.

Authors:  Mark A Rodrigues; Neshika E Samarasekera; Christine Lerpiniere; Luke A Perry; Tom J Moullaali; James J M Loan; Joanna M Wardlaw; Rustam Al-Shahi Salman
Journal:  Ann Neurol       Date:  2020-11-20       Impact factor: 11.274

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