Wouter A. C. van Amsterdam

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Causal Theories

Survival Prediction

Top Venues

BMC Medical Informatics Decis. Mak.

npj Digit. Medicine

Publications

Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
From algorithms to action: improving patient care requires causality. BMC Medical Informatics Decis. Mak. 24 (3) (2024)
Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Ciná
When accurate prediction models yield harmful self-fulfilling prophecies. CoRR (2023)
Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
Decision making in cancer: Causal questions require causal answers. CoRR (2022)
Wouter A. C. van Amsterdam, Marinus J. C. Eijkemans
Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung Cancer with Deep Learning. CoRR (2019)
Wouter A. C. van Amsterdam, Joost J. C. Verhoeff, Pim A. de Jong, Tim Leiner, Marinus J. C. Eijkemans
Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning. npj Digit. Medicine 2 (2019)