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

The Risks of Risk Assessment Nan van Geloven, Ruth H Keogh, Wouter van Amsterdam, Giovanni Cinà, Jesse H Krijthe, Niels Peek, Kim Luijken, Sara Magliacane, Paweł Morzywołek, Thijs van Ommen, Hein Putter, Matthew Sperrin, Junfeng Wang, Daniala L Weir, Vanessa Didelez
Annals of Internal Medicine, 2025, vol. 178, p.1326-1333

Feedback loops in intensive care unit prognostic models Daniel R Balcarcel, Sanjiv D Mehta, Celeste G Dixon, Charlotte Z Woods-Hill, Ewan C Goligher, Wouter A C van Amsterdam, Nadir Yehya
The Lancet Digital Health, 2025, vol. 7

Left ventricular systolic dysfunction screening in muscular dystrophies using deep learning-based electrocardiogram interpretation Bauke K O Arends, Peter-Paul M Zwetsloot, Pauline S Heeres, Wouter A C van Amsterdam, Maarten J Cramer, Esther T Kruitwagen-van Reenen, Pim van der Harst, Dirk van Osch, René van Es
Journal of Electrocardiology, 2025, vol. 92

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