Lucas M. Fleuren

Rotterdam, ZH, Netherlands

Last Updated: 09/26/2026

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Found 33 publications

Towards the Common Data Model for an Intensive Medicine Data Space in Europe.

Towards the Common Data Model for an Intensive Medicine Data Space in Europe.

Journal: Studies in health technology and informatics

Published: May 17, 2025

Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients.

Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients.

Journal: Journal of critical care

Published: February 07, 2025

Dose individualisation of antibiotics in critically ill patients with inflammation: A narrative review.

Dose individualisation of antibiotics in critically ill patients with inflammation: A narrative review.

Journal: British journal of clinical pharmacology

Published: January 28, 2025

Early versus Delayed Switching from Controlled to Assisted Ventilation: A Target Trial Emulation.

Early versus Delayed Switching from Controlled to Assisted Ventilation: A Target Trial Emulation.

Journal: American journal of respiratory and critical care medicine

Published: January 21, 2025

Cost-effectiveness of data driven personalised antibiotic dosing in critically ill patients with sepsis or septic shock.

Cost-effectiveness of data driven personalised antibiotic dosing in critically ill patients with sepsis or septic shock.

Journal: Journal of clinical monitoring and computing

Published: October 23, 2024

Racial Disparities in Pulse Oximetry, in COVID-19 and ICU Settings.

Racial Disparities in Pulse Oximetry, in COVID-19 and ICU Settings.

Journal: Critical care explorations

Published: August 22, 2024

Augmented intelligence facilitates concept mapping across different electronic health records.

Augmented intelligence facilitates concept mapping across different electronic health records.

Journal: International journal of medical informatics

Published: July 12, 2023

Determining and assessing characteristics of data element names impacting the performance of annotation using Usagi.

Determining and assessing characteristics of data element names impacting the performance of annotation using Usagi.

Journal: International journal of medical informatics

Published: February 24, 2023

Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis.

Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis.

Journal: Journal of intensive care medicine

Published: February 06, 2023

Age-related changes in plasma biomarkers and their association with mortality in COVID-19.

Age-related changes in plasma biomarkers and their association with mortality in COVID-19.

Journal: The European respiratory journal

Published: January 03, 2023

INCIDENCE, RISK FACTORS, AND OUTCOME OF SUSPECTED CENTRAL VENOUS CATHETER-RELATED INFECTIONS IN CRITICALLY ILL COVID-19 PATIENTS: A MULTICENTER RETROSPECTIVE COHORT STUDY.

INCIDENCE, RISK FACTORS, AND OUTCOME OF SUSPECTED CENTRAL VENOUS CATHETER-RELATED INFECTIONS IN CRITICALLY ILL COVID-19 PATIENTS: A MULTICENTER RETROSPECTIVE COHORT STUDY.

Journal: Shock (Augusta, Ga.)

Published: September 26, 2022

Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning.

Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning.

Journal: Annals of intensive care

Published: June 14, 2022

Showing 1-12 of 33

Last Updated: 09/26/2026