Papers matching “prediction model evaluation” 44
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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
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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 -
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 -
The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions2025 Annals of Internal Medicine article Mathematics Advanced Causal Inference Techniques Open access
Nan van Geloven, Ruth H. Keogh, Wouter A. C. van Amsterdam, Giovanni Cinà, Jesse H. Krijthe, Niels B. Peek, +9 more
24citations -
Weighted metrics are required when evaluating the performance of prediction models in nested case–control studies2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Epidemiology Open access
Barbara Rentroia‐Pacheco, Domenico Bellomo, Inge M. M. Lakeman, Marlies Wakkee, Loes M. Hollestein, David V. Klaveren
9citations -
Alternatives to default shrinkage methods can improve prediction accuracy, calibration, and coverage: A methods comparison study2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Mark A. van de Wiel, Gwenaël G. R. Leday, Martijn W. Heymans, Erik W. van Zwet, Aeilko Having Zwinderman, Jeroen Hoogland
2citations -
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 -
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