Laure Wynants

According to our database, Laure Wynants authored at least 5 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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, January, 2025

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, Maarten van Smeden, Ewout W. Steyerberg

CoRR, 2024

missForestPredict - Missing data imputation for prediction settings.

Elena Albu, Shan Gao, Laure Wynants, Ben Van Calster

CoRR, 2024

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

2019

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