Publications by authors named "Artuur M Leeuwenberg"

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International partnership for governing generative artificial intelligence models in medicine.
Jasmine Chiat Ling Ong, Yilin Ning, Gary S Collins, Danielle S Bitterman, Ashley N Beecy, Artuur M Leeuwenberg

Nat Med· September 2025

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Plug-and-play use of tree-based methods: consequences for clinical prediction modeling.
Lotta M Meijerink, Ewoud Schuit, Karel G M Moons, Artuur M Leeuwenberg

J Clin Epidemiol· August 2025

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Updating methods for artificial intelligence-based clinical prediction models: a scoping review.
Lotta M Meijerink, Zoë S Dunias, Artuur M Leeuwenberg, Anne A H de Hond, David A Jenkins

J Clin Epidemiol· February 2025

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Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care: A Systematic Review.
Margot M Rakers, Marieke M van Buchem, Sergej Kucenko, Anne de Hond, Ilse Kant, Artuur M Leeuwenberg

JAMA Netw Open· September 2024

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Cross-institution natural language processing for reliable clinical association studies: a methodological exploration.
Madhumita Sushil, Atul J Butte, Ewoud Schuit, Maarten van Smeden, Artuur M Leeuwenberg

J Clin Epidemiol· March 2024

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Modest performance of text mining to extract health outcomes may be almost sufficient for high-quality prognostic model development.
Zwierd Grotenhuis, Pablo J Mosteiro, Artuur M Leeuwenberg

Comput Biol Med· March 2024

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Predicting sepsis-related mortality and ICU admissions from telephone triage information of patients presenting to out-of-hours GP cooperatives with acute infections: A cohort study of linked routine care databases.
Feike J Loots, Marleen Smits, Kevin Jenniskens, Artuur M Leeuwenberg, Paul H J Giesen

PLoS One· December 2023

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Dynamics in cardiac surgery: trends in population characteristics and the performance of the EuroSCORE II over time.
Wouter B van Dijk, Artuur M Leeuwenberg, Diederick E Grobbee, Sabrina Siregar, Saskia Houterman

Eur J Cardiothorac Surg· September 2023

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The relation between prediction model performance measures and patient selection outcomes for proton therapy in head and neck cancer.
Artuur M Leeuwenberg, Johannes B Reitsma, Lisa G L J Van den Bosch, Jeroen Hoogland, Arjen van der Schaaf

Radiother Oncol· February 2023

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Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review.
Anne A H de Hond, Artuur M Leeuwenberg, Lotty Hooft, Ilse M J Kant, Steven W J Nijman

NPJ Digit Med· January 2022

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Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods.
Artuur M Leeuwenberg, Maarten van Smeden, Johannes A Langendijk, Arjen van der Schaaf, Murielle E Mauer

Diagn Progn Res· January 2022

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Prediction models for COVID-19 clinical decision making.
Artuur M Leeuwenberg, Ewoud Schuit

Lancet Digit Health· October 2020

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