Paul Elbers

Use of artificial intelligence in critical care: opportunities and obstacles

2024 · 119 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 · 56 Zit. · Critical Care Medicine

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

2025 · 42 Zit. · Critical Care

Artificial intelligence to advance acute and intensive care medicine

2024 · 30 Zit. · Current Opinion in Critical Care

The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit Discharge

2021 · 25 Zit. · Value in Health

Large language models in critical care

2024 · 23 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

Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands

2022 · 12 Zit. · International Journal of Medical Informatics

Leveraging the power of routinely collected ICU data

2024 · 8 Zit. · Intensive Care Medicine

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

2023 · 7 Zit. · Pure Amsterdam UMC

Does Reinforcement Learning Improve Outcomes for Critically Ill Patients? A Systematic Review and Level-of-Readiness Assessment

2023 · 7 Zit. · Critical 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)