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Empirical Evidence That There Is No Such Thing As A Validated Prediction Model2024 arXiv (Cornell University) preprint Mathematics Statistical Methods in Epidemiology Open access
Florian D. van Leeuwen, Ewout Willem Steyerberg, David V. Klaveren, Ben Wessler, David M. Kent, Erik W. van Zwet
1citations -
Endpunkte zu mikrovaskulären Folgekomplikationen: klinische Endpunkte, patientenberichtete Endpunkte und Surrogatendpunkte, Methodik von Surrogatvalidierungsstudien2023 Diabetologie und Stoffwechsel article Mathematics Statistical Methods in Clinical Trials Open access
Baptist Gallwitz, Monika Kellerer, Dirk Müller‐Wieland, Christoph Wanner, Focke Ziemssen
0citations -
From Biological Mechanisms to Causal Inference: Quantitative Systems Pharmacology and Causal Frameworks in Drug Development2026 Clinical Pharmacology & Therapeutics article Mathematics Statistical Methods in Clinical Trials Open access
Thomas Klabunde, Ramon Hernandez Vecino, Piet H. van der Graaf, Tommaso Andreani
0citations -
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology2022 Diagnostic and Prognostic Research review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
80citations -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
Estimating the Sample Size Required to Minimize Model Uncertainty Across Different Risk Profiles2026 ACM Conference on Fairness, Accountability, and Transparency (FAccT) conference-paper Mathematics Statistical Methods in Epidemiology Open access
Fleur Vereijken, Jenna Reps, Egill Axfjord Fridgeirsson, Toby Hackmann, Ewout Willem Steyerberg, Peter R. Rijnbeek, +1 more
0citations -
A Pharmacometrics‐Informed Trial Simulation Framework for Optimizing Study Designs for Disease‐Modifying Treatments in Rare Neurological Disorders2025 CPT Pharmacometrics & Systems Pharmacology article Mathematics Statistical Methods in Clinical Trials Open access
Yevgen V. Ryeznik, R.-D Hilgers, Nicole Maria Heussen, Emmanuelle Comets, France Mentré, Niels Hendrickx, +7 more
3citations -
Imputation of Ordinal Outcomes: A Comparison of Approaches in Traumatic Brain Injury2020 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access
Kevin Kunzmann, Lorenz Wernisch, Sylvia T. Richardson, Ewout Willem Steyerberg, Hester Floor Lingsma, Ari Ercole, +3 more
44citations -
Classical Mathematical Models for Prediction of Response to Chemotherapy and Immunotherapy2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Mathematical Biology Tumor Growth Open access
Narmin Ghaffari Laleh, Chiara Maria Lavinia Loeffler, Julia Grajek, Kateřina Staňková, Alexander T. Pearson, Hannah Sophie Muti, +4 more
14citations -
Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study2021 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access
Benjamin Yaël Gravesteijn, Charlie Aletta Sewalt, Esmée Venema, Daan Nieboer, Ewout Willem Steyerberg, Cecilia A. I. Åkerlund, +92 more
44citations