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Key Aspects of Prognostic Model Development and Interpretation From a Clinical Perspective2021 JAMA Otolaryngology–Head & Neck Surgery article Mathematics Statistical Methods in Epidemiology
Arta Hoesseini, Nikki van Leeuwen, Aniel Sewnaik, Ewout Willem Steyerberg, Robert J. Baatenburg de Jong, Hester Floor Lingsma, +1 more
40citations -
Lessons learnt when accounting for competing events in the external validation of time-to-event prognostic models2021 International Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Chava L. Ramspek, Lucy Teece, Kym I E Snell, Marie Evans, Richard D Riley, Maarten van Smeden, +2 more
45citations -
Predictive averaging and Rubin’s rule-based model pooling to predict survival risk with imputations in the presence of missing patient data: methodology and verification using two case studies and simulations2026 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access
Bart J.A. Mertens, Lars L. J. van der Burg, Erwan Donal, Nina Ajmone Marsan, Liesbeth C. de Wreede
1citations -
Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models2022 Annals of Internal Medicine article Mathematics Statistical Methods in Epidemiology Open access
David J. McLernon, Daniele Giardiello, Ben Van Calster, Laure Wynants, Nan van Geloven, Maarten van Smeden, +18 more
164citations -
Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study2021 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access
Benjamin Yaël Gravesteijn, Charlie Aletta Sewalt, Esmée Venema, Daan Nieboer, Ewout Willem Steyerberg, Cecilia A. I. Åkerlund, +92 more
44citations -
Predictive approaches to heterogeneous treatment effects: a scoping review2020 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access
Alexandros Rekkas, Jessica K. Paulus, Gowri Raman, John B. Wong, Ewout Willem Steyerberg, Peter R. Rijnbeek, +2 more
88citations -
Adaptive sample size determination for the development of clinical prediction models2021 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access
Evangelia Christodoulou, Maarten van Smeden, Michael Edlinger, Dirk Timmerman, Maria M. Wanitschek, Ewout Willem Steyerberg, +1 more
38citations -
Decision curve analysis: confidence intervals and hypothesis testing for net benefit2023 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access cited by 1 patent
Andrew Julian Vickers, Ben Van Claster, Laure Wynants, Ewout Willem Steyerberg
42citations -
Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches2023 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access
Alexandros Rekkas, Peter R. Rijnbeek, David M. Kent, Ewout Willem Steyerberg, David V. Klaveren
14citations -
Estimation of required sample size for external validation of risk models for binary outcomes2021 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access
Menelaos Pavlou, Qu Chen, Rumana Omar, Shaun R. Seaman, Ewout Willem Steyerberg, Ian R. White, +1 more
60citations -
Understanding overfitting in random forest for probability estimation: a visualization and simulation study2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
149citations -
Modeling Postoperative Mortality in Older Patients by Boosting Discrete-Time Competing Risks Models2023 Journal of the American Statistical Association article Mathematics Statistical Methods and Inference Open access
Moritz Berger, Ana Kowark, Rolf Rossaint, Mark Coburn, Matthias C. Schmid
1citations
24 results