Paul Elbers

Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*

2021 · 252 Zit. · Critical Care Medicine

Use of artificial intelligence in critical care: opportunities and obstacles

2024 · 116 Zit. · Critical Care

The Value of Artificial Intelligence in Laboratory Medicine

2020 · 89 Zit. · American Journal of Clinical Pathology

The Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU

2024 · 55 Zit. · Critical Care Medicine

Implementing Artificial Intelligence in Critical Care Medicine: a consensus of 22

2025 · 41 Zit. · Critical Care

Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model

2022 · 36 Zit. · Critical Care Medicine

Artificial intelligence to advance acute and intensive care medicine

2024 · 30 Zit. · Current Opinion in Critical Care

Large language models in critical care

2024 · 22 Zit. · Journal of Intensive Medicine

Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal

2023 · 13 Zit. · Journal of Biomedical Informatics

Artificial intelligence in telemetry: what clinicians should know

2021 · 13 Zit. · Intensive Care Medicine

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML

2023 · 7 Zit. · Pure Amsterdam UMC

Leveraging the power of routinely collected ICU data

2024 · 7 Zit. · Intensive Care Medicine

Behavioural artificial intelligence technology for COVID-19 intensivist triage decisions: making the implicit explicit

2021 · 6 Zit. · Intensive Care Medicine

Hide-and-Seek Privacy Challenge

2020 · 5 Zit. · arXiv (Cornell University)

AI in critical care: A roadmap to the future

2025 · 4 Zit. · Journal of Critical Care