Luca F Roggeveen

Affiliations

Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Cardiovascular Sciences (ACS), Amsterdam Infection and Immunity Institute (AI&II), Amsterdam UMC, Location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.

Publications (11)

Clinically relevant pharmacokinetic knowledge on antibiotic dosing among intensive care professionals is insufficient: a cross-sectional study.

Critical care (London, England)

Avec: Lucas M Fleuren , Tingjie Guo , Petr Waldauf , Peter H J van der Voort , Rob J Bosman , Eleonora L Swart , Armand R J Girbes , Paul W G Elbers

Augmented intelligence facilitates concept mapping across different electronic health records.

International journal of medical informatics

Avec: Tariq A Dam , Lucas M Fleuren , Martijn Otten , Laurens Biesheuvel , Ameet R Jagesar , Robbert C A Lalisang , Robert F J Kullberg , Tom Hendriks , Armand R J Girbes , Mark Hoogendoorn , Patrick J Thoral , Paul W G Elbers , Auteur inconnu

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

Avec: Lucas M Fleuren , Tingjie Guo , Patrick Thoral , Harm Jan de Grooth , Eleonora L Swart , Thomas L T Klausch , Peter H J van der Voort , Armand R J Girbes , Rob J Bosman , Paul W G Elbers

Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients.

Pharmaceutical research

Avec: Tingjie Guo , Reinier M van Hest , Laura B Zwep , Lucas M Fleuren , Rob J Bosman , Peter H J van der Voort , Armand R J Girbes , Ron A A Mathot , Paul W G Elbers , Johan G C van Hasselt

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.

Critical care (London, England)

Avec: Tingjie Guo , Lucas M Fleuren , Ronald Driessen , Patrick Thoral , Reinier M van Hest , Ron A A Mathot , Eleonora L Swart , Harm-Jan de Grooth , Bas van den Bogaard , Armand R J Girbes , Rob J Bosman , Paul W G Elbers

External Evaluation of Population Pharmacokinetic Models of Vancomycin in Large Cohorts of Intensive Care Unit Patients.

Antimicrobial agents and chemotherapy

Avec: Tingjie Guo , Reinier M van Hest , Lucas M Fleuren , Patrick J Thoral , Rob J Bosman , Peter H J van der Voort , Armand R J Girbes , Ron A A Mathot , Paul W G Elbers

Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy.

Intensive care medicine

Avec: Lucas M Fleuren , Thomas L T Klausch , Charlotte L Zwager , Linda J Schoonmade , Tingjie Guo , Eleonora L Swart , Armand R J Girbes , Patrick Thoral , Ari Ercole , Mark Hoogendoorn , Paul W G Elbers

Why we should sample sparsely and aim for a higher target: Lessons from model-based therapeutic drug monitoring of vancomycin in intensive care patients.

British journal of clinical pharmacology

Avec: Tingjie Guo , Reinier M van Hest , Lucas M Fleuren , Rob J Bosman , Peter H J van der Voort , Armand R J Girbes , Ron A A Mathot , Johan G C van Hasselt , Paul W G Elbers

Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients.

Frontiers in pharmacology

Avec: Tingjie Guo , Ronald H Driessen , Lucas M Fleuren , Patrick Thoral , Peter H J van der Voort , Armand R J Girbes , Rob J Bosman , Paul Elbers

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

Annals of intensive care

Avec: Tariq A Dam , Fuda van Diggelen , Lucas M Fleuren , Ameet R Jagesar , Martijn Otten , Heder J de Vries , Diederik Gommers , Olaf L Cremer , Rob J Bosman , Sander Rigter , Evert-Jan Wils , Tim Frenzel , Dave A Dongelmans , Remko de Jong , Marco A A Peters , Marlijn J A Kamps , Dharmanand Ramnarain , Ralph Nowitzky , Fleur G C A Nooteboom , Wouter de Ruijter , Louise C Urlings-Strop , Ellen G M Smit , D Jannet Mehagnoul-Schipper , Tom Dormans , Cornelis P C de Jager , Stefaan H A Hendriks , Sefanja Achterberg , Evelien Oostdijk , Auke C Reidinga , Barbara Festen-Spanjer , Gert B Brunnekreef , Alexander D Cornet , Walter van den Tempel , Age D Boelens , Peter Koetsier , Judith Lens , Harald J Faber , A Karakus , Robert Entjes , Paul de Jong , Thijs C D Rettig , Sesmu Arbous , Sebastiaan J J Vonk , Tomas Machado , Willem E Herter , Harm-Jan de Grooth , Patrick J Thoral , Armand R J Girbes , Mark Hoogendoorn , Paul W G Elbers , Auteur inconnu

Reinforcement learning for intensive care medicine: actionable clinical insights from novel approaches to reward shaping and off-policy model evaluation.

Intensive care medicine experimental

Avec: Ali El Hassouni , Harm-Jan de Grooth , Armand R J Girbes , Mark Hoogendoorn , Paul W G Elbers , Auteur inconnu

Réseau de co-auteurs

Armand R J Girbes 11 collaborations

Lucas M Fleuren 10 collaborations

Paul W G Elbers 10 collaborations

Tingjie Guo 8 collaborations

Rob J Bosman 8 collaborations

Peter H J van der Voort 6 collaborations

Eleonora L Swart 4 collaborations

Mark Hoogendoorn 4 collaborations

Patrick Thoral 4 collaborations

Reinier M van Hest 4 collaborations

Ron A A Mathot 4 collaborations

Patrick J Thoral 3 collaborations

None None 3 collaborations

Harm-Jan de Grooth 3 collaborations

Tariq A Dam 2 collaborations

Martijn Otten 2 collaborations

Ameet R Jagesar 2 collaborations

Thomas L T Klausch 2 collaborations

Johan G C van Hasselt 2 collaborations

Petr Waldauf 1 collaboration

Laurens Biesheuvel 1 collaboration

Robbert C A Lalisang 1 collaboration

Robert F J Kullberg 1 collaboration

Tom Hendriks 1 collaboration

Harm Jan de Grooth 1 collaboration

Laura B Zwep 1 collaboration

Ronald Driessen 1 collaboration

Bas van den Bogaard 1 collaboration

Charlotte L Zwager 1 collaboration

Linda J Schoonmade 1 collaboration

Ari Ercole 1 collaboration

Ronald H Driessen 1 collaboration

Paul Elbers 1 collaboration

Fuda van Diggelen 1 collaboration

Heder J de Vries 1 collaboration

Diederik Gommers 1 collaboration

Olaf L Cremer 1 collaboration

Sander Rigter 1 collaboration

Evert-Jan Wils 1 collaboration

Tim Frenzel 1 collaboration

Dave A Dongelmans 1 collaboration

Remko de Jong 1 collaboration

Marco A A Peters 1 collaboration

Marlijn J A Kamps 1 collaboration

Dharmanand Ramnarain 1 collaboration

Ralph Nowitzky 1 collaboration

Fleur G C A Nooteboom 1 collaboration

Wouter de Ruijter 1 collaboration

Louise C Urlings-Strop 1 collaboration

Ellen G M Smit 1 collaboration

D Jannet Mehagnoul-Schipper 1 collaboration

Tom Dormans 1 collaboration

Cornelis P C de Jager 1 collaboration

Stefaan H A Hendriks 1 collaboration

Sefanja Achterberg 1 collaboration

Evelien Oostdijk 1 collaboration

Auke C Reidinga 1 collaboration

Barbara Festen-Spanjer 1 collaboration

Gert B Brunnekreef 1 collaboration

Alexander D Cornet 1 collaboration

Walter van den Tempel 1 collaboration

Age D Boelens 1 collaboration

Peter Koetsier 1 collaboration

Judith Lens 1 collaboration

Harald J Faber 1 collaboration

A Karakus 1 collaboration

Robert Entjes 1 collaboration

Paul de Jong 1 collaboration

Thijs C D Rettig 1 collaboration

Sesmu Arbous 1 collaboration

Sebastiaan J J Vonk 1 collaboration

Tomas Machado 1 collaboration

Willem E Herter 1 collaboration

Ali El Hassouni 1 collaboration