What do we mean by validating a prognostic model?

• Evolving Features vs Evolving Entire Trees with GP for Interpretable Survival Analysis

  2026 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  0

  citations
• Recent criteria and simple rules agreed often on required sample size for developed clinical prediction models

  2026 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  0

  citations
• Instability of the AUROC of Clinical Prediction Models

  2025 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access cited by 1 patent

  19

  citations
• Understanding overfitting in random forest for probability estimation: a visualization and simulation study

  2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access

  149

  citations
• How to develop, validate, and update clinical prediction models using multinomial logistic regression

  2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  20

  citations
• There is no such thing as a validated prediction model

  2023 BMC Medicine article Mathematics Statistical Methods in Epidemiology Open access

  274

  citations
• Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models

  2022 Annals of Internal Medicine article Mathematics Statistical Methods in Epidemiology Open access

  164

  citations
• Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review

  2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access

  233

  citations
• Replacing performance status with a simple patient-reported outcome in palliative radiotherapy prognostic modelling

  2022 Clinical and Translational Radiation Oncology article Medicine Palliative Care and End-of-Life Issues Open access

  9

  citations
• Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis

  2022 BMJ review Medicine COVID-19 Clinical Research Studies Open access

  64

  citations
• Quantitative prediction error analysis to investigate predictive performance under predictor measurement heterogeneity at model implementation

  2022 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access

  8

  citations
• Assessing performance and clinical usefulness in prediction models with survival outcomes: practical guidance for Cox proportional hazards models

  2022 medRxiv preprint Mathematics Statistical Methods in Epidemiology Open access

  15

  citations
• Risk prediction models for discrete ordinal outcomes: Calibration and the impact of the proportional odds assumption

  2021 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access

  22

  citations
• Lessons learnt when accounting for competing events in the external validation of time-to-event prognostic models

  2021 International Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  45

  citations
• Prediction models: stepwise development and simultaneous validation is a step back

  2021 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  3

  citations
• External validation of prognostic models: what, why, how, when and where?

  2020 Clinical Kidney Journal article Mathematics Statistical Methods in Epidemiology Open access

  880

  citations
• Early differentiation between uncomplicated and complicated Staphylococcus aureus bacteraemia: Potential value and limitations of a clinical risk score

  2020 International Journal of Clinical Practice article Medicine Antimicrobial Resistance in Staphylococcus Open access

  10

  citations
• Lung cancer prediction in Lambert-Eaton myasthenic syndrome in a prospective cohort

  2020 Scientific Reports article Medicine Myasthenia Gravis and Thymoma Open access

  22

  citations

18 results