Changing predictor measurement procedures affected the performance of prediction models in clinical examples

• Pitfalls in prediction modeling research

  2026 European Journal of Endocrinology article Mathematics Statistical Methods in Epidemiology

  0

  citations
• Updating M6 pregnancy of unknown location risk‐prediction model including evaluation of clinical factors

  2023 Ultrasound in Obstetrics and Gynecology article Medicine Ectopic Pregnancy Diagnosis and Management Open access

  13

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

  2023 BMC Medicine article Mathematics Statistical Methods in Epidemiology Open access

  274

  citations
• Transparent reporting of multivariable prediction models developed or validated using clustered data (TRIPOD-Cluster): explanation and elaboration

  2023 BMJ article Mathematics Statistical Methods in Epidemiology Open access

  56

  citations
• Prediction of Inhospital Mortality in Critically Ill Patients With Sepsis: Confirmation of the Added Value of 24-Hour Lactate to Acute Physiology and Chronic Health Evaluation IV

  2022 Critical Care Explorations article Medicine Sepsis Diagnosis and Treatment Open access

  4

  citations
• Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease

  2022 European Heart Journal article Medicine Artificial Intelligence in Healthcare and Education Open access

  139

  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
• Evaluation of the Value of Waist Circumference and Metabolomics in the Estimation of Visceral Adipose Tissue

  2022 American Journal of Epidemiology article Medicine Cardiovascular Disease and Adiposity Open access

  18

  citations
• Grand Challenge—Crossing Borders to Develop Epidemiologic Methods

  2021 Frontiers in Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  0

  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
• Informative missingness in electronic health record systems: the curse of knowing

  2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

  133

  citations
• A cautionary note on the use of the missing indicator method for handling missing data in prediction research

  2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access

  32

  citations

12 results