Predictive analytics in health care: how can we know it works? - Ben Van Calster; Laure Wynants; Dirk Timmerman; Ewout W. Steyerberg; Gary S. Collins (J. Am. Medical Informatics Assoc., 2019)

Comparison of static and dynamic random forests models for EHR data in the presence of competing risks: predicting central line-associated bloodstream infection. - Elena Albu; Shan Gao; Pieter Stijnen; Frank E. Rademakers; Christel Janssens; Veerle Cossey; Yves Debaveye; Laure Wynants; Ben Van Calster (CoRR, 2024)

missForestPredict - Missing data imputation for prediction settings. - Elena Albu; Shan Gao; Laure Wynants; Ben Van Calster (CoRR, 2024)

Performance evaluation of predictive AI models to support medical decisions: Overview and guidance. - Ben Van Calster; Gary S. Collins; Andrew J. Vickers; Laure Wynants; Kathleen F. Kerr; Lasai Barreñada; Gaël Varoquaux; Karandeep Singh; Karel G. M. Moons; Tina Hernandez-Boussard; Dirk Timmerman; David J. Mclernon; et al. (CoRR, 2024)

Challenges and recommendations for Electronic Health Records data extraction and preparation for dynamic prediction modelling in hospitalized patients - a practical guide. - Elena Albu; Shan Gao; Pieter Stijnen; Frank E. Rademakers; Bas C. T. van Bussel; Taya Collyer; Tina Hernandez-Boussard; Laure Wynants; Ben Van Calster (CoRR, 2025)