Ridge Estimators in Logistic Regression

• View selection in multi-view stacking: choosing the meta-learner

  2024 Advances in Data Analysis and Classification article Mathematics Statistical Methods and Inference Open access

  9

  citations
• A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study

  2024 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

  35

  citations
• Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm

  2023 BMC Medical Research Methodology article Medicine Ovarian cancer diagnosis and treatment Open access

  12

  citations
• Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm

  2023 medRxiv preprint Medicine Ovarian cancer diagnosis and treatment Open access

  0

  citations
• Comparison of likelihood penalization and variance decomposition approaches for clinical prediction models: A simulation study

  2023 Biometrical Journal article Mathematics Statistical Methods and Inference Open access

  3

  citations
• Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking

  2023 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  19

  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
• Analyzing Hierarchical Multi-View MRI Data With StaPLR: An Application to Alzheimer's Disease Classification

  2022 Frontiers in Neuroscience article Medicine Dementia and Cognitive Impairment Research Open access

  5

  citations
• Estimated pulse wave velocity (ePWV) as a potential gatekeeper for MRI-assessed PWV: a linear and deep neural network based approach in 2254 participants of the Netherlands Epidemiology of Obesity study

  2021 International journal of cardiac imaging article Medicine Cardiovascular Health and Disease Prevention Open access

  14

  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

10 results