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Performance of a Machine Learning Algorithm to Predict Hypotension in Spontaneously Breathing Non-Ventilated Post-Anesthesia and ICU Patients.
J Pers Med. 2024 Feb 15;14(2):210. doi: 10.3390/jpm14020210.
J Pers Med. 2024.
PMID: 38392643
Free PMC article.
Hypotension during intensive care stay and mortality and morbidity: a systematic review and meta-analysis.
Schuurmans J, van Rossem BTB, Rellum SR, Tol JTM, Kurucz VC, van Mourik N, van der Ven WH, Veelo DP, Schenk J, Vlaar APJ.
Schuurmans J, et al. Among authors: rellum sr.
Intensive Care Med. 2024 Apr;50(4):516-525. doi: 10.1007/s00134-023-07304-4. Epub 2024 Jan 22.
Intensive Care Med. 2024.
PMID: 38252288
Free PMC article.
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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.
Rellum SR, Schuurmans J, Schenk J, van der Ster BJP, van der Ven WH, Geerts BF, Hollmann MW, Cherpanath TGV, Lagrand WK, Wynandts P, Paulus F, Driessen AHG, Terwindt LE, Eberl S, Hermanns H, Veelo DP, Vlaar APJ.
Rellum SR, et al.
BMJ Open. 2023 May 2;13(5):e061832. doi: 10.1136/bmjopen-2022-061832.
BMJ Open. 2023.
PMID: 37130670
Free PMC article.
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Machine learning methods for perioperative anesthetic management in cardiac surgery patients: a scoping review.
Rellum SR, Schuurmans J, van der Ven WH, Eberl S, Driessen AHG, Vlaar APJ, Veelo DP.
Rellum SR, et al.
J Thorac Dis. 2021 Dec;13(12):6976-6993. doi: 10.21037/jtd-21-765.
J Thorac Dis. 2021.
PMID: 35070381
Free PMC article.
Review.
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Erythropoiesis-stimulating agents as replacement therapy for blood transfusions in critically ill patients with anaemia: A systematic review with meta-analysis.
Wijnberge M, Rellum SR, de Bruin S, Cecconi M, Oczkowski S, Vlaar AP.
Wijnberge M, et al. Among authors: rellum sr.
Transfus Med. 2020 Dec;30(6):433-441. doi: 10.1111/tme.12715. Epub 2020 Sep 16.
Transfus Med. 2020.
PMID: 32935404
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