Two further applications of a model for binary regression

• Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance

  2025 The Lancet Digital Health article Medicine Artificial Intelligence in Healthcare and Education Open access

  104

  citations
• Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty

  2024 Clinical Orthopaedics and Related Research article Medicine Total Knee Arthroplasty Outcomes Open access

  12

  citations
• Dynamics in cardiac surgery: trends in population characteristics and the performance of the EuroSCORE II over time

  2023 European Journal of Cardio-Thoracic Surgery article Medicine Cardiac Valve Diseases and Treatments Open access

  9

  citations
• Prognostic Value of Serum Biomarkers in Patients With Moderate-Severe Traumatic Brain Injury, Differentiated by Marshall Computer Tomography Classification

  2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  27

  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
• Development and validation of an early warning model for hospitalized COVID-19 patients: a multi-center retrospective cohort study

  2022 Intensive Care Medicine Experimental article Medicine COVID-19 Clinical Research Studies Open access

  2

  citations
• Predicting cumulative live birth for couples beginning their second complete cycle of in vitro fertilization treatment

  2022 Human Reproduction article Medicine Reproductive Health and Technologies Open access

  25

  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
• The leap to ordinal: Detailed functional prognosis after traumatic brain injury with a flexible modelling approach

  2022 PLoS ONE article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  26

  citations
• The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression

  2022 Journal of the American Medical Informatics Association article Computer Science Imbalanced Data Classification Techniques Open access

  360

  citations
• Development and Validation of an Early Warning Model for Hospitalized COVID-19 Patients: A Multi-center Retrospective Cohort Study

  2022 Research Square preprint Medicine COVID-19 Clinical Research Studies Open access

  0

  citations
• Graphical calibration curves and the integrated calibration index (ICI) for competing risk models

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

  44

  citations
• Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study

  2022 Intelligence-Based Medicine article Computer Science Machine Learning in Healthcare Open access

  6

  citations
• Feasibility of Machine Learning and Logistic Regression Algorithms to Predict Outcome in Orthopaedic Trauma Surgery

  2021 Journal of Bone and Joint Surgery article Mathematics Statistical Methods in Epidemiology Open access

  51

  citations
• Prognostic model for predicting survival in very preterm infants: an external validation study

  2021 BJOG An International Journal of Obstetrics & Gynaecology article Medicine Infant Development and Preterm Care Open access

  5

  citations
• Estimation of required sample size for external validation of risk models for binary outcomes

  2021 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access

  60

  citations
• Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study

  2021 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access

  44

  citations
• Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study

  2020 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access

  124

  citations
• Prognostic Research in Traumatic Brain Injury: Markers, Modeling, and Methodological Principles

  2020 Journal of Neurotrauma article Medicine Traumatic Brain Injury Research Open access

  38

  citations
• Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

  2020 Journal of Clinical Epidemiology article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  198

  citations

20 results