Wouter A. C. van Amsterdam

According to our database, Wouter A. C. van Amsterdam authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

From algorithms to action: improving patient care requires causality.

Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath

BMC Medical Informatics Decis. Mak., December, 2024

A causal viewpoint on prediction model performance under changes in case-mix: discrimination and calibration respond differently for prognosis and diagnosis predictions.

Wouter A. C. van Amsterdam

CoRR, 2024

2023

When accurate prediction models yield harmful self-fulfilling prophecies.

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Ciná

CoRR, 2023

2022

Decision making in cancer: Causal questions require causal answers.

Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath

CoRR, 2022

2019

Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning.

Wouter A. C. van Amsterdam, Joost J. C. Verhoeff, Pim A. de Jong, Tim Leiner, Marinus J. C. Eijkemans

npj Digit. Medicine, 2019

Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung Cancer with Deep Learning.

Wouter A. C. van Amsterdam, Marinus J. C. Eijkemans

CoRR, 2019