List of works - Maarten van Smeden

A generic nomogram for multinomial prediction models: theory and guidance for construction

scientific article published on 10 April 2017

A weighting method for simultaneous adjustment for confounding and joint exposure-outcome misclassifications

scientific article published on 30 September 2020

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

scientific article published on 22 December 2018

Are Off-Field Activities an Underestimated Risk for Hamstring Injuries in Dutch Male Amateur Soccer Players? An Exploratory Analysis of a Prospective Cohort Study

scientific article published in 2022

Calibration: the Achilles heel of predictive analytics

scientific article published on 16 December 2019

Challenges in measuring interprofessional-interorganisational collaboration with a questionnaire

scientific article published on 21 April 2018

Comparability of treatment arms does not prevent correlated trial results

scientific article published on 24 August 2018

Concerns about composite reference standards in diagnostic research

scientific article published on 18 January 2018

Diagnostic Test Accuracy in Childhood Pulmonary Tuberculosis: A Bayesian Latent Class Analysis

scientific article published on 13 October 2016

Efficient sampling in unmatched case-control studies when the total number of cases and controls is fixed

scientific article published on 4 July 2017

Evaluating diagnostic accuracy in the face of multiple reference standards.

scientific article published in August 2013

Event rate net reclassification index and the integrated discrimination improvement for studying incremental value of risk markers

scientific article published on 01 December 2017

Forcing dichotomous disease classification from reference standards leads to bias in diagnostic accuracy estimates: A simulation study

scientific article published on 20 March 2019

How variation in predictor measurement affects the discriminative ability and transportability of a prediction model

scientific article published on 14 September 2018

Impact of predictor measurement heterogeneity across settings on the performance of prediction models: A measurement error perspective

scientific article published on 31 May 2019

Latent class models in diagnostic studies when there is no reference standard--a systematic review.

scientific article

Machine Learning Compared With Pathologist Assessment

scientific article published on 01 April 2018

Measurement error in continuous endpoints in randomised trials: Problems and solutions

scientific article published on 02 September 2019

Measurement error is often neglected in medical literature: a systematic review.

scientific article published on 6 March 2018

Mecor: An R package for measurement error correction in linear regression models with a continuous outcome

scientific article published on 17 June 2021

No rationale for 1 variable per 10 events criterion for binary logistic regression analysis

scientific article

Predicting 1-Year Mortality in Older Hospitalized Patients: External Validation of the HOMR Model

scientific article published on 03 May 2019

Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal

scientific article published on 07 April 2020

Problems in detecting misfit of latent class models in diagnostic research without a gold standard were shown.

scientific article published on 25 November 2015

Protect pregnant women by including them in clinical research

scientific article published on 26 September 2018

Random measurement error: Why worry? An example of cardiovascular risk factors.

scientific article published on 9 February 2018

Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study

scientific article published on 13 May 2020

Response Adjusted for Days of Antibiotic Risk (RADAR): evaluation of a novel method to compare strategies to optimize antibiotic use.

scientific article published on 10 May 2017

Response to the commentary on "A nomogram was developed to enhance the use of multinomial logistic regression modelling in diagnostic research"

scientific article published on 30 March 2016

Risk prediction models for discrete ordinal outcomes: Calibration and the impact of the proportional odds assumption

scientific article published in 2021

Sample size considerations and predictive performance of multinomial logistic prediction models

scientific article published on 6 January 2019

Sample size for binary logistic prediction models: Beyond events per variable criteria

scientific article published on 03 July 2018

Series: Pragmatic trials and real world evidence: Paper 6. Outcome measures in the real world.

scientific article published on 11 May 2017

Systematic review and critical appraisal of prediction models for diagnosis and prognosis of COVID-19 infection

scientific article (preprint)

The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression

scientific article published on 10 June 2022

Towards an appropriate framework to facilitate responsible inclusion of pregnant women in drug development programs.

scientific article published on 20 February 2018

Validation study of the SCREENIVF: an instrument to screen women or men on risk for emotional maladjustment before the start of a fertility treatment.