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| 37938042 | Does Reinforcement Learning Improve Outcomes for Critically Ill Patients? A Systematic Review and Level-of-Readiness Assessment. | Crit Care Med | 2024 |
| 36150166 | Do Thresholds for Invasive Ventilation in Hypoxemic Respiratory Failure Exist? A Cohort Study. | Am J Respir Crit Care Med | 2023 |
| 37748329 | Augmented intelligence facilitates concept mapping across different electronic health records. | Int J Med Inform | 2023 |
| 37703800 | Determining and assessing characteristics of data element names impacting the performance of annotation using Usagi. | Int J Med Inform | 2023 |
| 37742782 | Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal. | J Biomed Inform | 2023 |
| 37079085 | Towards adequate and automated antibiotic dosing. | Intensive Care Med | 2023 |
| 37368351 | Toward a unified understanding of blood buffer power. | J Appl Physiol (1985) | 2023 |
| 37267810 | Assessing the FAIRness of databases on the EHDEN portal: A case study on two Dutch ICU databases. | Int J Med Inform | 2023 |
| 37355751 | A guide to sharing open healthcare data under the General Data Protection Regulation. | Sci Data | 2023 |
| 36744415 | Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis. | J Intensive Care Med | 2023 |
| 36774818 | Diagnosing acute kidney injury ahead of time in critically ill septic patients using kinetic estimated glomerular filtration rate. | J Crit Care | 2023 |
| 36524820 | Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model. | Crit Care Med | 2023 |
| 34622441 | Rapid Evaluation of Coronavirus Illness Severity (RECOILS) in intensive care: Development and validation of a prognostic tool for in-hospital mortality. | Acta Anaesthesiol Scand | 2022 |
| 35410278 | A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation. | Crit Care | 2022 |
| 35612039 | Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database. | Stud Health Technol Inform | 2022 |
| 35783684 | Ethnic Differences in Coronavirus Disease 2019 Hospitalization and Hospital Outcomes in a Multiethnic Population in the Netherlands. | Open Forum Infect Dis | 2022 |
| 35656797 | Ischaemic electrocardiogram patterns and its association with survival in out-of-hospital cardiac arrest patients without ST-segment elevation myocardial infarction: a COACT trials' post-hoc subgroup analysis. | Eur Heart J Acute Cardiovasc Care | 2022 |
| 36824503 | Sepsis-3 criteria in AmsterdamUMCdb: open-source code implementation. | GigaByte | 2022 |
| 35908420 | Intravenous fluid therapy in perioperative and critical care setting-Knowledge test and practice: An international cross-sectional survey. | J Crit Care | 2022 |
| 36143427 | Fluid Management, Intra-Abdominal Hypertension and the Abdominal Compartment Syndrome: A Narrative Review. | Life (Basel) | 2022 |
| 36064438 | Right 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 Care | 2022 |
| 36162166 | Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records. | Int J Med Inform | 2022 |
| 36155964 | INCIDENCE, RISK FACTORS, AND OUTCOME OF SUSPECTED CENTRAL VENOUS CATHETER-RELATED INFECTIONS IN CRITICALLY ILL COVID-19 PATIENTS: A MULTICENTER RETROSPECTIVE COHORT STUDY. | Shock | 2022 |
| 35227446 | The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit Discharge. | Value Health | 2022 |
| 34983764 | Using machine learning to predict blood culture outcomes in the emergency department: a single-centre, retrospective, observational study. | BMJ Open | 2022 |
| 34919155 | Pick your prior: scepticism about sceptical prior beliefs. | Intensive Care Med | 2022 |
| 35147784 | The influence of timing of coronary angiography on acute kidney injury in out-of-hospital cardiac arrest patients: a retrospective cohort study. | Ann Intensive Care | 2022 |
| 35114522 | Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands. | Int J Med Inform | 2022 |
| 35234175 | Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data Scientists. | Crit Care Med | 2022 |
| 35195012 | Cost Analysis From a Randomized Comparison of Immediate Versus Delayed Angiography After Cardiac Arrest. | J Am Heart Assoc | 2022 |
| 34637414 | Targeted 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 Med | 2022 |
| 32715505 | Why 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 Pharmacol | 2021 |
| 33715577 | Acute pancreatitis in COVID-19 patients: true risk? | Scand J Gastroenterol | 2021 |
| 33651497 | [Clinical course of COVID-19 in the Netherlands: an overview of 2607 patients in hospital during the first wave]. | Ned Tijdschr Geneeskd | 2021 |
| 33625129 | Sharing 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 Med | 2021 |
| 33619201 | Cardiovascular risk factors and COVID-19 outcomes in hospitalised patients: a prospective cohort study. | BMJ Open | 2021 |
| 33581824 | Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis. | Artif Intell Med | 2021 |
| 33932485 | The effect of immediate coronary angiography after cardiac arrest without ST-segment elevation on left ventricular function. A sub-study of the COACT randomised trial. | Resuscitation | 2021 |
| 34589713 | Explainable Machine Learning on AmsterdamUMCdb for ICU Discharge Decision Support: Uniting Intensivists and Data Scientists. | Crit Care Explor | 2021 |
| 34671747 | Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome. | Crit Care Explor | 2021 |
| 34407846 | Early high-dose vitamin C in post-cardiac arrest syndrome (VITaCCA): study protocol for a randomized, double-blind, multi-center, placebo-controlled trial. | Trials | 2021 |
| 34642176 | Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europe and North America. | BMJ Health Care Inform | 2021 |
| 34432094 | Behavioural artificial intelligence technology for COVID-19 intensivist triage decisions: making the implicit explicit. | Intensive Care Med | 2021 |
| 34463696 | Effect of Low-Normal vs High-Normal Oxygenation Targets on Organ Dysfunction in Critically Ill Patients: A Randomized Clinical Trial. | JAMA | 2021 |
| 34633485 | The future of antimicrobial dosing in the ICU: an opportunity for data science. | Intensive Care Med | 2021 |
| 34425864 | The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients. | Crit Care | 2021 |
| 34535169 | Lung ultrasound in a tertiary intensive care unit population: a diagnostic accuracy study. | Crit Care | 2021 |
| 34063815 | Population Pharmacokinetics and Probability of Target Attainment of Different Dosing Regimens of Ceftazidime in Critically Ill Patients with a Proven or Suspected <i>Pseudomonas aeruginosa</i> Infection. | Antibiotics (Basel) | 2021 |
| 34148010 | Definition and incidence of hypotension in intensive care unit patients, an international survey of the European Society of Intensive Care Medicine. | J Crit Care | 2021 |
| 34368931 | Rapid screening of critically ill patients for low plasma vitamin C concentrations using a point-of-care oxidation-reduction potential measurement. | Intensive Care Med Exp | 2021 |