Artuur Leeuwenberg

Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review

2022 · 468 Zit. · npj Digital Medicine

Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods

2022 · 32 Zit. · Diagnostic and Prognostic Research

Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care

2024 · 25 Zit. · JAMA Network Open

Updating methods for artificial intelligence–based clinical prediction models: a scoping review

2024 · 10 Zit. · Journal of Clinical Epidemiology

Cross-institution natural language processing for reliable clinical association studies: a methodological exploration

2024 · 6 Zit. · Journal of Clinical Epidemiology

Comparing methods addressing multi-collinearity when developing\n prediction models

2021 · 4 Zit. · arXiv (Cornell University)

Modest performance of text mining to extract health outcomes may be almost sufficient for high-quality prognostic model development

2024 · 4 Zit. · Computers in Biology and Medicine

Plug-and-play use of tree-based methods: consequences for clinical prediction modeling

2025 · 2 Zit. · Journal of Clinical Epidemiology

Large language models for selection of cohorts from electronic health records

2026 · 0 Zit. · SSRN Electronic Journal

Natural language processing and language models for Dutch clinical text: a systematic review

2026 · 0 Zit. · Zenodo (CERN European Organization for Nuclear Research)

Natural language processing and language models for Dutch clinical text: a systematic review

2026 · 0 Zit. · Zenodo (CERN European Organization for Nuclear Research)