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Björn J. P. van der Ster

Observed names: B. J. P. van der Ster, B.J.P. van der Ster, Bjorn J. P. van der Ster, Bjorn J.P. van der Ster, Bjorn van der Ster, Björn J P van der Ster, Björn J. P. Van Der Ster, Björn J. P. van Der Ster, Björn J.P. Ster, Björn J.P. Van Der Ster, Björn J.P. van der Ster, Björn JP van der Ster, Björn Jacob Petrus van der Ster, Björn van der Ster, van der Ster, Björn J. P.
Observed institutions: Erasmus MC, Amsterdam UMC Location University of Amsterdam, Amsterdam Public Health, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, University of Amsterdam
ORCID: 0000-0001-5190-5721
Observed ORCID: 0000-0001-5190-5721
OpenAlex ID: A5102788935
Effect of Hypotension Prediction Index-guided intraoperative haemodynamic care on depth and duration of postoperative hypotension: a sub-study of the Hypotension Prediction trial
2021 · Jimmy Schenk, Marije Wijnberge, et al. · British Journal of Anaesthesia · 54
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Clinical performance of a machine-learning algorithm to predict intra-operative hypotension with noninvasive arterial pressure waveforms
2021 · Marije Wijnberge, Björn J.P. van der Ster, et al. · European Journal of Anaesthesiology · 48
Comparison of Differences in Cohort (Forward) and Case Control (Backward) Methodologic Approaches for Validation of the Hypotension Prediction Index
2024 · Simon J. Davies, Daniel I. Sessler, et al. · Anesthesiology · 42
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One of the first validations of an artificial intelligence algorithm for clinical use: The impact on intraoperative hypotension prediction and clinical decision-making
2020 · Ward H. van der Ven, Denise P. Veelo, et al. · Surgery · 42
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Performance of a machine-learning algorithm to predict hypotension in mechanically ventilated patients with COVID-19 admitted to the intensive care unit: a cohort study
2021 · Ward H. van der Ven, Lotte E. Terwindt, et al. · Journal of Clinical Monitoring and Computing · 37
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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
2024 · Jaap Schuurmans, Santino R. Rellum, et al. · Critical Care Medicine · 35
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Cerebral Blood Flow in Patients with Severe Aortic Valve Stenosis Undergoing Transcatheter Aortic Valve Implantation
2020 · Wieneke Vlastra, Astrid C. van Nieuwkerk, et al. · Journal of the American Geriatrics Society · 25
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Charting a new course in healthcare: early-stage AI algorithm registration to enhance trust and transparency
2024 · Michel E. van Genderen, Davy van de Sande, et al. · npj Digital Medicine · 24
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The Effect of Intermittent versus Continuous Non-Invasive Blood Pressure Monitoring on the Detection of Intraoperative Hypotension, a Sub-Study
2022 · Marije Wijnberge, Björn van der Ster, et al. · Journal of Clinical Medicine · 19
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Support Vector Machine Based Monitoring of Cardio-Cerebrovascular Reserve during Simulated Hemorrhage
2018 · Björn J. P. van der Ster, Frank C. Bennis, et al. · Frontiers in Physiology · 18
The hypotension prediction index versus mean arterial pressure in predicting intraoperative hypotension
2025 · Santino R. Rellum, Sijm H. Noteboom, et al. · European Journal of Anaesthesiology · 17
Importance of model governance in clinical AI models: case study on the relevance of data drift detection
2025 · Joris P van der Vorst, Jim M Smit, et al. · BMJ Digital Health & AI · 16
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Let’s get in sync: current standing and future of AI-based detection of patient-ventilator asynchrony
2025 · Thijs P. Rietveld, Björn J. P. van der Ster, et al. · Intensive Care Medicine Experimental · 16
Cerebral hemodynamics during sustained intraoperative hypotension
2022 · Eline Kho, Nicolaas H. Sperna Weiland, et al. · Journal of Applied Physiology · 14
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Sevoflurane based anaesthesia does not affect already impaired cerebral autoregulation in patients with type 2 diabetes mellitus
2018 · N.H. Sperna Weiland, J. Hermanides, et al. · British Journal of Anaesthesia · 14
Dynamic cerebral autoregulation during step-wise increases in blood pressure during anaesthesia
2023 · Rokus E.C. van den Dool, Nicolaas H. Sperna Weiland, et al. · European Journal of Anaesthesiology · 13
Clinical agreement of a novel algorithm to estimate radial artery blood pressure from the non-invasive finger blood pressure
2022 · Eline Kho, Björn J.P. van der Ster, et al. · Journal of Clinical Anesthesia · 13
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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
2023 · Santino R Rellum, Jaap Schuurmans, et al. · BMJ Open · 12
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Detecting central hypovolemia in simulated hypovolemic shock by automated feature extraction with principal component analysis
2018 · Björn J. P. van der Ster, Berend E. Westerhof, et al. · Physiological Reports · 11
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The influence of anesthetic drug strategy on the incidence of post-induction hypotension in elective, non-cardiac surgery – A prospective observational cohort study
2024 · Lotte E. Terwindt, Johan T.M. Tol, et al. · Journal of Clinical Anesthesia · 10
From intensive care monitors to cloud environments: a structured data pipeline for advanced clinical decision support
2024 · Sijm H. Noteboom, Eline Kho, et al. · EBioMedicine · 9
Incidence, Severity and Clinical Factors Associated with Hypotension in Patients Admitted to an Intensive Care Unit: A Prospective Observational Study
2022 · Lotte E. Terwindt, Jaap Schuurmans, et al. · Journal of Clinical Medicine · 9
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Defining Postinduction Hemodynamic Instability With an Automated Classification Model
2024 · Eline Kho, Rogier V. Immink, et al. · Anesthesia & Analgesia · 7
Interpretation of Viscoelastic Hemostatic Assays in Cardiac Surgery Patients: Importance of Clinical Context
2025 · Sijm H. Noteboom, Eline Kho, et al. · Anesthesia & Analgesia · 6
A comparison between invasive and noninvasive measurement of the Hypotension Prediction Index
2024 · Santino R. Rellum, Eline Kho, et al. · European Journal of Anaesthesiology · 6
Works count: 49
Citation count: 555
H-index: 14
I10-index: 19
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