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Author Details

Lucas M Fleuren
Vrije Universiteit
2018
22
10
PMIDPaper TitleJournal TitlePublished Year
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
37703800Determining and assessing characteristics of data element names impacting the performance of annotation using Usagi.Int J Med Inform2023
34622441Rapid Evaluation of Coronavirus Illness Severity (RECOILS) in intensive care: Development and validation of a prognostic tool for in-hospital mortality.Acta Anaesthesiol Scand2022
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
36162166Assess 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 Inform2022
36155964INCIDENCE, RISK FACTORS, AND OUTCOME OF SUSPECTED CENTRAL VENOUS CATHETER-RELATED INFECTIONS IN CRITICALLY ILL COVID-19 PATIENTS: A MULTICENTER RETROSPECTIVE COHORT STUDY.Shock2022
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
33651497[Clinical course of COVID-19 in the Netherlands: an overview of 2607 patients in hospital during the first wave].Ned Tijdschr Geneeskd2021
33581824Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis.Artif Intell Med2021
34671747Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome.Crit Care Explor2021
34425864The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients.Crit Care2021
34281922Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort.BMJ Open2021
32499697Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients.Front Pharmacol2020
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
32830297Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients.Pharm Res2020
31118061Clinically relevant pharmacokinetic knowledge on antibiotic dosing among intensive care professionals is insufficient: a cross-sectional study.Crit Care2019
31752973Why physiology will continue to guide the choice between balanced crystalloids and normal saline: a systematic review and meta-analysis.Crit Care2019
31852491Right Dose Right Now: bedside data-driven personalized antibiotic dosing in severe sepsis and septic shock - rationale and design of a multicenter randomized controlled superiority trial.Trials2019
30833424External Evaluation of Population Pharmacokinetic Models of Vancomycin in Large Cohorts of Intensive Care Unit Patients.Antimicrob Agents Chemother2019
28983801Electronic Health Data Predict Outcomes After Aneurysmal Subarachnoid Hemorrhage.Neurocrit Care2018
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Collaborators

Center for Critical Care Computational Intelligence, Vrije Universiteit
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Center for Critical Care Computational Intelligence, Vrije Universiteit
Co-authored papers 15
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Co-authored papers 4
Amsterdam Institute for Infection and Immunity (AI&II), Vrije Universiteit
Co-authored papers 2
Cardiovascular Research Institute Maastricht (CARIM), Maastricht University
Co-authored papers 2
University of Amsterdam
Co-authored papers 1
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Co-authored papers 1
Massachusetts General Hospital
Co-authored papers 1
University of Amsterdam
Co-authored papers 1
Royal Melbourne Hospital
Co-authored papers 1
Massachusetts General Hospital
Co-authored papers 1
Harvard Medical School
Co-authored papers 1
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 1
University of Cambridge
Co-authored papers 1
University of Michigan ann arbor
Co-authored papers 1
Beth Israel Deaconess Medical Center, Division of Neurocritical Care and Emergency Neurology, Division of Clinical Neurophysiology, Massachusetts General Hospital, Boston, MA, Harvard Medical School, Massachusetts General Hospital, Massachusetts General Hospital Fellowship in Epilepsy and Clinical Neurophysiology, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Fellowship Training Program in Neurocritical Care, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Partners Neurology Residency Training Program, Yale College
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Harvard Medical School
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Yale School of Medicine
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Rajiv Gandhi Cancer Institute and Research Centre
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University of Amsterdam
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Stanford University School of Medicine
Co-authored papers 1
Beth Israel Deaconess Medical Center
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Massachusetts General Hospital, Harvard Medical School
Co-authored papers 1