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Author Details
Full Name
Lucas M Fleuren
Affiliation
Vrije Universiteit
ORCID
Career Start Year
2018
Papers
22
H Index
10
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36744415
Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis.
J Intensive 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
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
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
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
33651497
[Clinical course of COVID-19 in the Netherlands: an overview of 2607 patients in hospital during the first wave].
Ned Tijdschr Geneeskd
2021
33581824
Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis.
Artif Intell Med
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
34425864
The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients.
Crit Care
2021
34281922
Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort.
BMJ Open
2021
32499697
Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients.
Front Pharmacol
2020
37452467
Correction to: Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients.
Pharm Res
2020
31965266
Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy.
Intensive Care Med
2020
32830297
Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients.
Pharm Res
2020
31118061
Clinically relevant pharmacokinetic knowledge on antibiotic dosing among intensive care professionals is insufficient: a cross-sectional study.
Crit Care
2019
31752973
Why physiology will continue to guide the choice between balanced crystalloids and normal saline: a systematic review and meta-analysis.
Crit Care
2019
31852491
Right 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.
Trials
2019
30833424
External Evaluation of Population Pharmacokinetic Models of Vancomycin in Large Cohorts of Intensive Care Unit Patients.
Antimicrob Agents Chemother
2019
28983801
Electronic Health Data Predict Outcomes After Aneurysmal Subarachnoid Hemorrhage.
Neurocrit Care
2018
1 - 22 of 22
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Collaborators
Paul W G Elbers
Center for Critical Care Computational Intelligence, Vrije Universiteit
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Center for Critical Care Computational Intelligence, Vrije Universiteit
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Harm-Jan de Grooth
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Co-authored papers
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Amsterdam Institute for Infection and Immunity (AI&II), Vrije Universiteit
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Iwan C C van der Horst
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Alexander P J Vlaar
University of Amsterdam
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1
Christian Herff
Maastricht University
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1
Sahar F Zafar
Massachusetts General Hospital
Co-authored papers
1
Eva N Postma
University of Amsterdam
Co-authored papers
1
Rinaldo Bellomo
Royal Melbourne Hospital
Co-authored papers
1
Emily J Boyle
Massachusetts General Hospital
Co-authored papers
1
Aman B Patel
Harvard Medical School
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1
Siddharth Biswal
Massachusetts General Hospital, Harvard Medical School
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1
Ari Ercole
University of Cambridge
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1
Kathryn L O'Connor
University of Michigan ann arbor
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1
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