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Author Details

Armand R J Girbes
Center for Critical Care Computational Intelligence, Vrije Universiteit
1988
328
48
PMIDPaper TitleJournal TitlePublished Year
37938042Does Reinforcement Learning Improve Outcomes for Critically Ill Patients? A Systematic Review and Level-of-Readiness Assessment.Crit Care Med2024
36744415Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis.J Intensive Care Med2023
37748329Augmented intelligence facilitates concept mapping across different electronic health records.Int J Med Inform2023
36520507Performance of Noninvasive Airway Occlusion Maneuvers to Assess Lung Stress and Diaphragm Effort in Mechanically Ventilated Critically Ill Patients.Anesthesiology2023
36649978Concise Versus Extended Lung Ultrasound Score to Monitor Critically Ill Patients With COVID-19.Respir Care2023
34238904Incidence, Clinical Characteristics and Outcomes of Early Hyperbilirubinemia in Critically Ill Patients: Insights From the MARS Study.Shock2022
35840771Mid-regional proadrenomedullin, C-terminal proendothelin-1 values, and disease course are not different in critically ill SARS-CoV-2 pneumonia patients with obesity.Int J Obes (Lond)2022
35691733Anatomical Variation in Diaphragm Thickness Assessed with Ultrasound in Healthy Volunteers.Ultrasound Med Biol2022
35750931C-Terminal Proarginine Vasopressin is Associated with Disease Outcome and Mortality, but not with Delayed Cerebral Ischemia in Critically Ill Patients with an Aneurysmal Subarachnoid Hemorrhage: A Prospective Cohort Study.Neurocrit Care2022
35866658Lung Ultrasound Signs to Diagnose and Discriminate Interstitial Syndromes in ICU Patients: A Diagnostic Accuracy Study in Two Cohorts.Crit Care Med2022
36064438Right dose, right now: bedside, real-time, data-driven, and personalised antibiotic dosing in critically ill patients with sepsis or septic shock-a two-centre randomised clinical trial.Crit Care2022
35899747[Is prone positioning of not-mechanically ventilated patients with moderate hypoxaemia due to covid-19 advantageous?]Ned Tijdschr Geneeskd2022
35882471Evolution of Respiratory Muscles Thickness in Mechanically Ventilated Patients With COVID-19.Respir Care2022
36155964INCIDENCE, RISK FACTORS, AND OUTCOME OF SUSPECTED CENTRAL VENOUS CATHETER-RELATED INFECTIONS IN CRITICALLY ILL COVID-19 PATIENTS: A MULTICENTER RETROSPECTIVE COHORT STUDY.Shock2022
36154811Leveraging electronic health records for data science: common pitfalls and how to avoid them.Lancet Digit Health2022
35100192Lung- and Diaphragm-Protective Ventilation by Titrating Inspiratory Support to Diaphragm Effort: A Randomized Clinical Trial.Crit Care Med2022
35246601Early high protein provision and mortality in ICU patients including those receiving continuous renal replacement therapy.Eur J Clin Nutr2022
35006383The impact of lung ultrasound on clinical-decision making across departments: a systematic review.Ultrasound J2022
35234175Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data Scientists.Crit Care Med2022
34582414Extended Lung Ultrasound to Differentiate Between Pneumonia and Atelectasis in Critically Ill Patients: A Diagnostic Accuracy Study.Crit Care Med2022
34637414Targeted Temperature Management in Out-of-Hospital Cardiac Arrest With Shockable Rhythm: A Post Hoc Analysis of the Coronary Angiography After Cardiac Arrest Trial.Crit Care Med2022
34688526Response to: MR-proADM has a good ability to predict mortality in critically ill patients with SARS-CoV-2 pneumonia: Beware of some potential confounders!J Crit Care2022
32715505Why we should sample sparsely and aim for a higher target: Lessons from model-based therapeutic drug monitoring of vancomycin in intensive care patients.Br J Clin Pharmacol2021
33625129Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example.Crit Care Med2021
33850048Holistic Ultrasound to Predict Extubation Failure in Clinical Practice.Respir Care2021
33713156Between-trial heterogeneity in ARDS research.Intensive Care Med2021
33711154Changes in Respiratory Muscle Thickness during Mechanical Ventilation: Focus on Expiratory Muscles.Anesthesiology2021
33581824Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis.Artif Intell Med2021
33549899Coronavirus disease 2019 is associated with catheter-related thrombosis in critically ill patients: A multicenter case-control study.Thromb Res2021
34473571Positive end-expiratory pressure affects geometry and function of the human diaphragm.J Appl Physiol (1985)2021
34589713Explainable Machine Learning on AmsterdamUMCdb for ICU Discharge Decision Support: Uniting Intensivists and Data Scientists.Crit Care Explor2021
34671747Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome.Crit Care Explor2021
34407846Early high-dose vitamin C in post-cardiac arrest syndrome (VITaCCA): study protocol for a randomized, double-blind, multi-center, placebo-controlled trial.Trials2021
34463696Effect of Low-Normal vs High-Normal Oxygenation Targets on Organ Dysfunction in Critically Ill Patients: A Randomized Clinical Trial.JAMA2021
34463696Effect of Low-Normal vs High-Normal Oxygenation Targets on Organ Dysfunction in Critically Ill Patients: A Randomized Clinical Trial.JAMA2021
34425864The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients.Crit Care2021
34625640Understanding critically ill sepsis patients with normal serum lactate levels: results from U.S. and European ICU cohorts.Sci Rep2021
34535169Lung ultrasound in a tertiary intensive care unit population: a diagnostic accuracy study.Crit Care2021
34353348Breathing variability-implications for anaesthesiology and intensive care.Crit Care2021
34221750Mid-Regional Proadrenomedullin and Mid-Regional Proatrial Natriuretic Peptide Clearance Predicts Poor Outcomes Better Than Single Baseline Measurements in Critically Ill Patients With Pneumonia: A Retrospective Cohort Study.Cureus2021
33993243Duration of antibiotic treatment using procalcitonin-guided treatment algorithms in older patients: a patient-level meta-analysis from randomized controlled trials.Age Ageing2021
33983967Determining a target SpO2 to maintain PaO2 within a physiological range.PLoS One2021
34340901Endothelium-associated biomarkers mid-regional proadrenomedullin and C-terminal proendothelin-1 have good ability to predict 28-day mortality in critically ill patients with SARS-CoV-2 pneumonia: A prospective cohort study.J Crit Care2021
34368931Rapid screening of critically ill patients for low plasma vitamin C concentrations using a point-of-care oxidation-reduction potential measurement.Intensive Care Med Exp2021
31492456Identifying critically ill patients with low muscle mass: Agreement between bioelectrical impedance analysis and computed tomography.Clin Nutr2020
37452467Correction to: Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients.Pharm Res2020
31965266Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy.Intensive Care Med2020
31811071Diagnostic Accuracy of Procalcitonin and C-reactive Protein Is Insufficient to Predict Proven Infection: A Retrospective Cohort Study in Critically Ill Patients Fulfilling the Sepsis-3 Criteria.J Appl Lab Med2020
31669003Early high protein intake and mortality in critically ill ICU patients with low skeletal muscle area and -density.Clin Nutr2020
31977519Ultrasound to Detect Central Venous Catheter Placement Associated Complications: A Multicenter Diagnostic Accuracy Study.Anesthesiology2020
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Collaborators

Center for Critical Care Computational Intelligence, Vrije Universiteit
Co-authored papers 35
Center for Critical Care Computational Intelligence, Vrije Universiteit
Co-authored papers 34
Vrije Universiteit
Co-authored papers 15
Erasmus Medical Center
Co-authored papers 14
Amsterdam University Medical Centers
Co-authored papers 10
Amsterdam Institute for Infection and Immunity (AI&II), Vrije Universiteit
Co-authored papers 7
University of Amsterdam
Co-authored papers 5
Co-authored papers 5
Erasmus University Medical Center
Co-authored papers 4
The George Institute for Global Health
Co-authored papers 4
Institute of Medical Engineering & Science, Massachusetts Institute of Technology
Co-authored papers 3
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 3
University Medical Center Utrecht, Utrecht University
Co-authored papers 3
Amsterdam Institute for Infection and Immunity (AII), Vrije Universiteit
Co-authored papers 3
Amsterdam University Medical Centers
Co-authored papers 2
VU University Medical Centre
Co-authored papers 2
Moorfields Eye Hospital
Co-authored papers 2
University of Cambridge
Co-authored papers 2
Assistance Publique Hopitaux de Paris
Co-authored papers 2
Radboud University Medical Centre
Co-authored papers 2
Goethe University, University Hospital Frankfurt
Co-authored papers 2
Erasmus MC University Medical Center Rotterdam
Co-authored papers 1
University of Toronto
Co-authored papers 1
Amsterdam Institute for Infection and Immunity
Co-authored papers 1
Centre Hospitalier Regional Mons-Hainaut
Co-authored papers 1
Co-authored papers 1
Technical Medical Centre, University of Twente
Co-authored papers 1
Amsterdam Institute for Infection and Immunity (AII), Vrije Universiteit
Co-authored papers 1
Universidad de Murcia
Co-authored papers 1
Co-authored papers 1