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Artuur M. Leeuwenberg

Utrecht University - University Medical Center (Utrecht)

SCHOLARLY PAPERS

3

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Scholarly Papers (3)

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1.

Hallucinations, Omissions, and Usability: A Comparison between GPT-Generated and Physician Discharge Letters for Clinical Use

Number of pages: 17 Posted: 08 Sep 2025
Anne de Hond, Laura Veerhoek, Ruben Peters, Daniel Claes Vijlbrief, David Sprenkeler, Dino Ahmetagic, Sanul Wilmer, Pieter van der Hoeven, Marjon Smit, Marc Platenkamp, Karel GM Moons, Maarten van Smeden, Artuur M. Leeuwenberg and Ilse M.J. Kant
Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - Department of Neonatology, Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht), Utrecht University - University Medical Center (Utrecht) and Utrecht University - University Medical Center (Utrecht)
Downloads 211 (361,209)

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Large Language Model, Natural Language Generation, Validation, Discharge Letters, GPT

2.

Large language models for selection of cohorts from electronic health records

Number of pages: 24 Posted: 16 Jan 2026
Isa Spiero, Johanna AA Damen, Lotty Hooft, Karel GM Moons and Artuur M. Leeuwenberg
affiliation not provided to SSRN, Utrecht University - Julius Center for Health Sciences and Primary Care, Utrecht University - Julius Center for Health Sciences and Primary Care, Utrecht University - University Medical Center (Utrecht) and Utrecht University - University Medical Center (Utrecht)
Downloads 27 (1,372,601)

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Large Language Models, Natural Language Processing, Electronic health records, Transformers, Prediction modeling

3.

Missing confounding information in counterfactual prediction models: a simulation study on model-based treatment effect evaluation in radiotherapy techniques

Number of pages: 23 Posted: 22 Sep 2025
Jungyeon Choig, Artuur M. Leeuwenberg, Lotta M. Meijerink, Karel GM Moons, Hans Reitsma, Bas B.L. Penning de Vries, Wouter A.C. van Amsterdam, Judith van Loon, Remi A. Nout, Johannes A. Langendijk, Liesbeth J. Boersma and Ewoud J. Schuit
Utrecht University - Julius Center for Health Sciences and Primary Care, Utrecht University - University Medical Center (Utrecht), affiliation not provided to SSRN, Utrecht University - University Medical Center (Utrecht), Utrecht University - Julius Center for Health Sciences and Primary Care, affiliation not provided to SSRN, Zuyderland Medical Centre, affiliation not provided to SSRN, Erasmus University Medical Center Rotterdam - Department of Radiation Oncology, University of Groningen, Maastricht University and affiliation not provided to SSRN
Downloads 19 (1,459,862)

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Counterfactual prediction, Model-based clinical evaluation of therapeutic interventions, Radiation Therapy, Proton Therapy, model-based approach