Wouter van Amsterdam

Assistant Professor

Strategic program(s):

Contact

wamster3@umcutrecht.nl

Pure profile

Research groups

Methods for AI and data science

Research aim

To develop and validate methods for data science, AI, statistics and causal inference and to improve medical research and patient care through impactful applications and collaborations.

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Recent publications

All publications

Risk-Based Decision Making Kim Luijken, Paweł Morzywołek, Wouter van Amsterdam, Giovanni Cinà, Jeroen Hoogland, Ruth Keogh, Jesse H. Krijthe, Sara Magliacane, Thijs van Ommen, Niels Peek, Hein Putter, Maarten van Smeden, Matthew Sperrin, Junfeng Wang, Daniala L. Weir, Vanessa Didelez, Nan van Geloven
Biometrical Journal, 2024, vol. 66

From algorithms to action Wouter A.C. van Amsterdam, Pim A. de Jong, Joost J.C. Verhoeff, Tim Leiner, Rajesh Ranganath
BMC Medical Informatics and Decision Making, 2024, vol. 24

Baseline tumor-infiltrating lymphocyte patterns and response to immune checkpoint inhibition in metastatic cutaneous melanoma Isabella A.J. van Duin, Mark Schuiveling, Laurens S. ter Maat, Wouter A.C. van Amsterdam, Franchette van den Berkmortel, Marye Boers-Sonderen, Jan Willem B. de Groot, Geke A.P. Hospers, Ellen Kapiteijn, Mariette Labots, Djura Piersma, Anne M.R. Schrader, Gerard Vreugdenhil, Hans Westgeest, Mitko Veta, Willeke A.M. Blokx, Paul J. van Diest, Karijn P.M. Suijkerbuijk
European Journal of Cancer, 2024, vol. 208

Robustness of pulmonary nodule radiomic features on computed tomography as a function of varying radiation dose levels—a multi-dose in vivo patient study Gijs A. Bartholomeus, Wouter A.C. van Amsterdam, Annemarie M.den Harder, Martin J. Willemink, Robbert W. van Hamersvelt, Pim A. de Jong, Tim Leiner
European Radiology, 2023, vol. 33, p.7044-7055

Conditional average treatment effect estimation with marginally constrained models Wouter A.C. Van Amsterdam, Rajesh Ranganath
Journal of Causal Inference, 2023, vol. 11

Individual treatment effect estimation in the presence of unobserved confounding using proxies Wouter A C van Amsterdam, Joost J C Verhoeff, Netanja I Harlianto, Gijs A Bartholomeus, Aahlad Manas Puli, Pim A de Jong, Tim Leiner, Anne S R van Lindert, Marinus J C Eijkemans, Rajesh Ranganath
Scientific Reports, 2022, vol. 12