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ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Jan Yvan Jos Verbakel, Ewout Willem Steyerberg, Hajime Uno, B. De Cock, Laure Wynants, Professor Gary S. Collins, +1 more
141citations -
Larger sample sizes are needed when developing a clinical prediction model using machine learning in oncology: methodological systematic review2025 Journal of Clinical Epidemiology review Mathematics Statistical Methods in Epidemiology Open access
Biruk Tsegaye, Kym I E Snell, Lucinda Archer, Shona Kirtley, Richard D Riley, Matthew Sperrin, +3 more
33citations -
Covariate-specific ROC curve analysis can accommodate differences between covariate subgroups in the evaluation of diagnostic accuracy2023 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Jenny Lee, Nick van Es, Toshihiko Takada, Frederikus Albertus Klok, Geert‐Jan Geersing, Jeffrey D. Blume, +1 more
25citations -
How to develop, validate, and update clinical prediction models using multinomial logistic regression2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Celina K Gehringer, Glen Philip Martin, Ben Van Calster, Kimme Leanne Hyrich, Suzanne M. M. Verstappen, Jamie C. Sergeant
20citations -
Assessing real-world representativeness of prospective registry cohorts in oncology: insights from patients with esophagogastric cancer2023 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Steven C. Kuijper, Joost Besseling, Thomas L. T. Klausch, Marije Slingerland, Charlène J. van der Zijden, Ewout A. Kouwenhoven, +5 more
7citations -
ROC curves for clinical prediction models part 3. The ROC plot: a picture that needs a 1000 words2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Ben Van Calster, Laure Wynants, Professor Gary S. Collins, Jan Yvan Jos Verbakel, Ewout Willem Steyerberg
6citations -
Erratum to “ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models” [J Clin Epidemiol. 126C(2020):207-16]
Jan Yvan Jos Verbakel, Ewout Willem Steyerberg, Hajime Uno, B. De Cock, Laure Wynants, Professor Gary S. Collins, +1 more
5citations -
Estimating uncertainty when providing individual cardiovascular risk predictions: a Bayesian survival analysis2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Steven H J Hageman, Frank L.J. Visseren, John William McEvoy, J. Wouter Jukema, Yvo M. Smulders, Maarten van Smeden, +1 more
4citations -
Recent criteria and simple rules agreed often on required sample size for developed clinical prediction models2026 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Ewout Willem Steyerberg, Toby Hackmann, Ben Van Calster, Maarten van Smeden, Laure Wynants
0citations
11 results