Articles by Wouter A. C. Van Amsterdam | Synthical

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Articles by Wouter A. C. Van Amsterdam | Synthical

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Wouter A. C. Van Amsterdam

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4

Causal Meta-Analysis: Rethinking the Foundations of Evidence-Based Medicine

26 May 2025 by Clément Berenfeld and others

A causal viewpoint on prediction model performance under changes in case-mix: discrimination and calibration respond differently for prognosis and diagnosis predictions

24 April 2025 by Wouter A. C. Van Amsterdam

Methodology, Machine Learning

Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do

20 March 2025 by Yoav Wald and others

Machine Learning, Artificial Intelligence

When accurate prediction models yield harmful self-fulfilling prophecies

26 August 2024 by Wouter A. C. Van Amsterdam and others at

Methodology, Machine Learning

From algorithms to action: improving patient care requires causality

1 April 2024 by Wouter A. C. Van Amsterdam and others

Machine Learning, Computers and Society

Conditional average treatment effect estimation with marginally constrained models

23 July 2023 by Wouter A. C. Van Amsterdam and Rajesh Ranganath

Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung Cancer with Deep Learning

1 April 2019 by Wouter A. C. Van Amsterdam and Marinus J. C. Eijkemans

Machine Learning

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Machine Learning Methodology Computers and Society