Papers matching “prediction model evaluation” 70
Not finding it? Sign in to also search OpenAlex live.
-
Population-Level Decision Curve Analysis May Mislead the Evaluation of Prediction Model Usefulness under Subgroup Utility Heterogeneity2026 arXiv (Cornell University) preprint Mathematics Statistical Methods in Epidemiology Open access
Junfeng Wang, Kim Zhipei Wang, Ben Van Calster, Nan van Geloven, Ewout Willem Steyerberg, Laure Wynants
0citations -
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 -
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 -
Minimum sample size for developing a multivariable prediction model using multinomial logistic regression2023 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access
Alexander Pate, Richard D Riley, Professor Gary S. Collins, Maarten van Smeden, Ben Van Calster, Joie Ensor, +1 more
170citations -
Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross‐validation: Methodological approach and data‐based evaluation20citations
-
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 -
Estimating the Sample Size Required to Minimize Model Uncertainty Across Different Risk Profiles2026 ACM Conference on Fairness, Accountability, and Transparency (FAccT) conference-paper Mathematics Statistical Methods in Epidemiology Open access
Fleur Vereijken, Jenna Reps, Egill Axfjord Fridgeirsson, Toby Hackmann, Ewout Willem Steyerberg, Peter R. Rijnbeek, +1 more
0citations -
Classical Mathematical Models for Prediction of Response to Chemotherapy and Immunotherapy2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Mathematical Biology Tumor Growth Open access
Narmin Ghaffari Laleh, Chiara Maria Lavinia Loeffler, Julia Grajek, Kateřina Staňková, Alexander T. Pearson, Hannah Sophie Muti, +4 more
14citations -
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 -
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