Santino R. Rellum

Effect of a Machine Learning-Derived Early Warning Tool With Treatment Protocol on Hypotension During Cardiac Surgery and ICU Stay: The Hypotension Prediction 2 (HYPE-2) Randomized Clinical Trial

Jaap Schuurmans, Santino R. Rellum, Jimmy Schenk et al. · Critical Care Medicine · 2024 · 16 citations

The hypotension prediction index versus mean arterial pressure in predicting intraoperative hypotension

Santino R. Rellum, Sijm H. Noteboom, Björn J. P. van der Ster et al. · European Journal of Anaesthesiology · 2025 · 13 citations · Full text

Effect of the machine learning-derived Hypotension Prediction Index (HPI) combined with diagnostic guidance versus standard care on depth and duration of intraoperative and postoperative hypotension in elective cardiac surgery patients: HYPE-2 – study protocol of a randomised clinical trial

Santino R. Rellum, Jaap Schuurmans, Jimmy Schenk et al. · BMJ Open · 2023 · 10 citations · Full text