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The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions2025 Annals of Internal Medicine article Mathematics Advanced Causal Inference Techniques Open access
Nan van Geloven, Ruth H. Keogh, Wouter A. C. van Amsterdam, Giovanni Cinà, Jesse H. Krijthe, Niels B. Peek, +9 more
23citations -
The role of the estimand framework in the analysis of patient-reported outcomes in single-arm trials: a case study in oncology2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access
Doranne Thomassen, Satrajit Roychoudhury, Cecilie Delphin Amdal, Dries Reynders, Jammbe Z. Musoro, Willi Sauerbrei, +32 more
13citations -
Prediction meets causal inference: the role of treatment in clinical prediction models2020 European Journal of Epidemiology article Mathematics Advanced Causal Inference Techniques Open access
Nan van Geloven, Sonja A. Swanson, Chava L. Ramspek, Kim Luijken, Merel van Diepen, Tim Peter Morris, +4 more
126citations -
Simple and statistically sound recommendations for analysing physical theories2022 Reports on Progress in Physics article Mathematics Statistical Methods and Bayesian Inference Open access
Shehu AbdusSalam, Fruzsina J. Agocs, Benjamin C Allanach, Peter Athron, Csaba Balázs, Emanuele Bagnaschi, +68 more
22citations -
Tell me what you want, what you really really want: Estimands in observational pharmacoepidemiologic comparative effectiveness and safety studies2023 Pharmacoepidemiology and Drug Safety article Mathematics Statistical Methods in Clinical Trials Open access
Kim Luijken, Rik van EEKELEN, Helga Gardarsdóttir, Rolf H. H. Groenwold, Nan van Geloven
21citations -
Automated causal inference in application to randomized controlled clinical trials2022 Nature Machine Intelligence article Mathematics Advanced Causal Inference Techniques Open access
Ji Q. Wu, Nanda Horeweg, Marco de Bruyn, Remi A. Nout, Ina Maria Jurgenliemk-Schulz, Ludy C.H.W. Lutgens, +7 more
18citations -
Accelerating vaccine trial conduct in a pandemic with a hot spot‐based inclusion strategy using trial and epidemic simulation2021 Clinical and Translational Science article Mathematics Statistical Methods in Clinical Trials Open access
Johan L. van der Plas, Michiel Joost van Esdonk, Ingrid M. C. Kamerling, Adam F. Cohen
7citations