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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 -
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 -
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 -
Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Mary Ann E. Binuya, Ellen G. Engelhardt, Winnie Schats, Marjanka K. Schmidt, Ewout Willem Steyerberg
233citations -
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 -
When impact trials are not feasible: alternatives to study the impact of prediction models on clinical practice2024 Nephrology Dialysis Transplantation article Mathematics Statistical Methods in Epidemiology Open access
Roemer J. Janse, Vianda S Stel, Kitty J. Jager, Giovanni Luigi Tripepi, Carmine Zoccali, Friedo Wilhelm Dekker, +1 more
6citations -
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 -
External Validations of Cardiovascular Clinical Prediction Models: A Large-Scale Review of the Literature2021 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods in Epidemiology Open access
Benjamin S. Wessler, Jason Nelson, Jinny G. Park, Hannah L. McGinnes, Gaurav Gulati, Riley Brazil, +6 more
82citations -
A system for independent evaluation of clinical prediction models while preserving intellectual property and data privacy2026 Zenodo (CERN European Organization for Nuclear Research) preprint Mathematics Statistical Methods in Epidemiology Open access
Joie Ensor, Ben Van Calster, Lasai Barreñada, Laure Wynants, Benjamin I. Perry
0citations