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

Time After Time Yoav Wald, Mark Goldstein, Yonathan Efroni, Wouter A.C. van Amsterdam, Rajesh Ranganath
2025, p.10422-10435

When accurate prediction models yield harmful self-fulfilling prophecies Wouter A.C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà
Patterns, 2025, vol. 6

AI as an intervention Shalmali Joshi, Iñigo Urteaga, Wouter A.C. Van Amsterdam, George Hripcsak, Pierre Elias, Benjamin Recht, Noémie Elhadad, James Fackler, Mark P. Sendak, Jenna Wiens, Kaivalya Deshpande, Yoav Wald, Madalina Fiterau, Zachary Lipton, Daniel Malinsky, Madhur Nayan, Hongseok Namkoong, Soojin Park, Julia E. Vogt, Rajesh Ranganath
Journal of the American Medical Informatics Association, 2025, vol. 32, p.589-594

Body composition and checkpoint inhibitor treatment outcomes in advanced melanoma Mark Schuiveling, Laurens S Ter Maat, Isabella A J Van Duin, Rik J Verheijden, Max F Troenokarso, Pim Moeskops, Joost J C Verhoeff, Sjoerd G Elias, Wouter A C Van Amsterdam, Femke Burgers, Franchette W P J Van Den Berkmortel, Marye J Boers-Sonderen, Martijn F Boomsma, Jan Willem De Groot, John B A G Haanen, Geke A P Hospers, Djura Piersma, Gerard Vreugdenhil, Hans M Westgeest, Ellen Kapiteijn, Mariette Labots, Wouter B Veldhuis, Paul J Van Diest, Pim A De Jong, Josien P W Pluim, Tim Leiner, Mitko Veta, Karijn P M Suijkerbuijk
Journal of the National Cancer Institute, 2025, vol. 117, p.1245-1252

Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma Laurens S Ter Maat, Rob A J De Mooij, Isabella A J Van Duin, Joost J C Verhoeff, Sjoerd G Elias, Tim Leiner, Wouter A C van Amsterdam, Max F Troenokarso, Eran R A N Arntz, Franchette W P J Van den Berkmortel, Marye J Boers-Sonderen, Martijn F Boomsma, Fons J M Van den Eertwegh, Jan Willem de Groot, Geke A P Hospers, Djura Piersma, Art Vreugdenhil, Hans M Westgeest, Ellen Kapiteijn, Ardine A De Wit, Willeke A M Blokx, Paul J Van Diest, Pim A De Jong, Josien P W Pluim, Karijn P M Suijkerbuijk, Mitko Veta
Scientific Reports, 2024, vol. 14

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