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Intensive Care Medicine Experimental
|
March 25, 2024
Reinforcement learning for intensive care medicine: actionable clinical insights from novel approaches to reward shaping and off-policy model evaluation
Luca F Roggeveen, Ali El Hassouni, Harm-Jan de Grooth, et al.
Frontiers in Pharmacology
|
June 6, 2020
Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients
Luca F Roggeveen, Tingjie Guo, Ronald H Driessen, et al.
Journal of Critical Care
|
August 28, 2025
Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients
Tariq A Dam, Rogier P Schade, Jurriaan E M de Steenwinkel, et al.
Critical Care (London, England)
|
May 24, 2019
Clinically relevant pharmacokinetic knowledge on antibiotic dosing among intensive care professionals is insufficient: a cross-sectional study
Lucas M Fleuren, Luca F Roggeveen, Tingjie Guo, et al.
Intensive Care Medicine
|
January 23, 2020
Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy
Lucas M Fleuren, Thomas L T Klausch, Charlotte L Zwager, et al.
Antimicrobial Agents and Chemotherapy
|
March 6, 2019
External Evaluation of Population Pharmacokinetic Models of Vancomycin in Large Cohorts of Intensive Care Unit Patients
Tingjie Guo, Reinier M van Hest, Luca F Roggeveen, et al.
British Journal of Clinical Pharmacology
|
July 28, 2020
Why we should sample sparsely and aim for a higher target: Lessons from model-based therapeutic drug monitoring of vancomycin in intensive care patients
Tingjie Guo, Reinier M van Hest, Lucas M Fleuren, et al.
Trials
|
December 20, 2019
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
Luca F Roggeveen, Lucas M Fleuren, Tingjie Guo, et al.
International Journal of Medical Informatics
|
September 25, 2023
Augmented intelligence facilitates concept mapping across different electronic health records
Tariq A Dam, Lucas M Fleuren, Luca F Roggeveen, et al.
Pharmaceutical Research
|
August 25, 2020
Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients
Tingjie Guo, Reinier M van Hest, Laura B Zwep, et al.
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Search research articles
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Showing results (1-10 of 12) with videos related to
Sort By:
Page
of 2
Intensive Care Medicine Experimental
|
March 25, 2024
Reinforcement learning for intensive care medicine: actionable clinical insights from novel approaches to reward shaping and off-policy model evaluation
Luca F Roggeveen, Ali El Hassouni, Harm-Jan de Grooth, et al.
Frontiers in Pharmacology
|
June 6, 2020
Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients
Luca F Roggeveen, Tingjie Guo, Ronald H Driessen, et al.
Journal of Critical Care
|
August 28, 2025
Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients
Tariq A Dam, Rogier P Schade, Jurriaan E M de Steenwinkel, et al.
Critical Care (London, England)
|
May 24, 2019
Clinically relevant pharmacokinetic knowledge on antibiotic dosing among intensive care professionals is insufficient: a cross-sectional study
Lucas M Fleuren, Luca F Roggeveen, Tingjie Guo, et al.
Intensive Care Medicine
|
January 23, 2020
Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy
Lucas M Fleuren, Thomas L T Klausch, Charlotte L Zwager, et al.
Antimicrobial Agents and Chemotherapy
|
March 6, 2019
External Evaluation of Population Pharmacokinetic Models of Vancomycin in Large Cohorts of Intensive Care Unit Patients
Tingjie Guo, Reinier M van Hest, Luca F Roggeveen, et al.
British Journal of Clinical Pharmacology
|
July 28, 2020
Why we should sample sparsely and aim for a higher target: Lessons from model-based therapeutic drug monitoring of vancomycin in intensive care patients
Tingjie Guo, Reinier M van Hest, Lucas M Fleuren, et al.
Trials
|
December 20, 2019
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
Luca F Roggeveen, Lucas M Fleuren, Tingjie Guo, et al.
International Journal of Medical Informatics
|
September 25, 2023
Augmented intelligence facilitates concept mapping across different electronic health records
Tariq A Dam, Lucas M Fleuren, Luca F Roggeveen, et al.
Pharmaceutical Research
|
August 25, 2020
Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients
Tingjie Guo, Reinier M van Hest, Laura B Zwep, et al.
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of 2