Kim Luijken

Impact of predictor measurement heterogeneity across settings on the performance of prediction models: A measurement error perspective

Kim Luijken, Rolf H. H. Groenwold, Ben Van Calster et al. · Statistics in Medicine · 2019 · 130 citations · Full text

Computing, Biostatistics, Clinical Decision Support +13

Prediction meets causal inference: the role of treatment in clinical prediction models

Nan van Geloven, Sonja A. Swanson, Chava L. Ramspek et al. · Data Archiving and Networked Services (DANS) · 2020 · 114 citations · Full text

Public Health, Biostatistics, Nephrology +16

Changing predictor measurement procedures affected the performance of prediction models in clinical examples

Kim Luijken, Laure Wynants, Maarten van Smeden et al. · Journal of Clinical Epidemiology · 2019 · 55 citations · Full text

Computing, Biostatistics, Oncology +16

Don't be misled: 3 misconceptions about external validation of clinical prediction models

Hannah M la Roi-Teeuw, Florien S van Royen, Anne de Hond et al. · Journal of Clinical Epidemiology · 2024 · 40 citations · Full text

Computing, Clinical Sciences, Clinical Decision Support +13

The Harms of Class Imbalance Corrections for Machine Learning Based Prediction Models: A Simulation Study

Alex Carriero, Kim Luijken, Anne de Hond et al. · Statistics in Medicine · 2025 · 31 citations · Full text

Computing, Biostatistics, Clinical Decision Support +5