Author

M. Reuland

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Review Open access Aug 2026

Clinical Utility of LLM-assisted Chart Review for the Detection of Bleeding Events.

INTRODUCTION Red blood cell (RBC) transfusions are frequently administered in the intensive care unit (ICU) and are independently associated with increased mortality. While most studies have focused on transfusion events, bleeding events that do not result in transfusion remain understudied. The validated HEME scoring...

M. Reuland, O. M. van der Meer, Alberto Testoni et al. · Transfusion Clinique et Biol... · 0 citations

Open access Aug 2026

Leveraging ECG foundation models in critical care for sinus rhythm and atrial fibrillation classification

The findings indicate that off-the-shelf pre-trained ECG-FMs do not generalise well to continuous monitoring in ICU populations; however, after targeted fine-tuning, they can achieve strong performance even in unseen cohorts, underscoring the importance of high-quality fine-tuning data and rigorous local validation.

Maria Galanty, M. Hulleman, M. Reuland et al. · Intensive Care Medicine Expe... · 0 citations