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

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

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

The Association between Muscle Quantity and Overall Survival Depends on Muscle Radiodensity Wouter A C van Amsterdam, Netanja I Harlianto, Joost J C Verhoeff, Pim Moeskops, Pim A de Jong, Tim Leiner
Journal of Personalized Medicine, 2022, vol. 12, p.1-13

From survival prediction to treatment decision in lung cancer WAC van Amsterdam
2022