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

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

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

Causal Inference in Oncology W. A.C. van Amsterdam, S. Elias, R. Ranganath
Clinical Oncology, 2024, vol. 38

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

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