Large-scale ICU data sharing for global collaboration: the first 1633 critically ill COVID-19 patients in the Dutch Data Warehouse

por Fleuren, Lucas M., de Bruin, Daan P., Tonutti, Michele, Lalisang, Robbert C. A., Elbers, Paul W. G.
Publicado 2021

Why physiology will continue to guide the choice between balanced crystalloids and normal saline: a systematic review and meta-analysis

por Zwager, Charlotte L., Tuinman, Pieter Roel, de Grooth, Harm-Jan, Kooter, Jos, Ket, Hans, Fleuren, Lucas M., Elbers, Paul W. G.
Publicado 2019

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

por Siepel, Sander, Dam, Tariq A., Fleuren, Lucas M., Girbes, Armand R.J., Hoogendoorn, Mark, Thoral, Patrick J., Elbers, Paul W.G., Bennis, Frank C.
Publicado 2023

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

por Roggeveen, Luca F., Guo, Tingjie, Driessen, Ronald H., Fleuren, Lucas M., Thoral, Patrick, van der Voort, Peter H. J., Girbes, Armand R. J., Bosman, Rob J., Elbers, Paul
Publicado 2020

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

por Fleuren, Lucas M., Roggeveen, Luca F., Guo, Tingjie, Waldauf, Petr, van der Voort, Peter H. J., Bosman, Rob J., Swart, Eleonora L., Girbes, Armand R. J., Elbers, Paul W. G.
Publicado 2019

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

por Fleuren, Lucas M., Klausch, Thomas L. T., Zwager, Charlotte L., Schoonmade, Linda J., Guo, Tingjie, Roggeveen, Luca F., Swart, Eleonora L., Girbes, Armand R. J., Thoral, Patrick, Ercole, Ari, Hoogendoorn, Mark, Elbers, Paul W. G.
Publicado 2020

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...

por Roggeveen, Luca F., Fleuren, Lucas M., Guo, Tingjie, Thoral, Patrick, de Grooth, Harm Jan, Swart, Eleonora L., Klausch, Thomas L. T., van der Voort, Peter H. J., Girbes, Armand R. J., Bosman, Rob J., Elbers, Paul W. G.
Publicado 2019

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

por Guo, Tingjie, van Hest, Reinier M., Fleuren, Lucas M., Roggeveen, Luca F., Bosman, Rob J., van der Voort, Peter H.J., Girbes, Armand R.J., Mathot, Ron A.A., van Hasselt, Johan G.C., Elbers, Paul W.G.
Publicado 2020

Correction to: Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients

por Guo, Tingjie, van Hest, Reinier M., Zwep, Laura B., Roggeveen, Luca F., Fleuren, Lucas M., Bosman, Rob J., van der Voort, Peter H. J., Girbes, Armand R. J., Mathot, Ron A. A., Elbers, Paul W. G., van Hasselt, Johan G. C.
Publicado 2020

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

por Guo, Tingjie, van Hest, Reinier M., Zwep, Laura B., Roggeveen, Luca F., Fleuren, Lucas M., Bosman, Rob J., van der Voort, Peter H. J., Girbes, Armand R. J., Mathot, Ron A. A., Elbers, Paul W. G., van Hasselt, Johan G. C.
Publicado 2020

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 t...

por Roggeveen, Luca F., Guo, Tingjie, Fleuren, Lucas M., Driessen, Ronald, Thoral, Patrick, van Hest, Reinier M., Mathot, Ron A. A., Swart, Eleonora L., de Grooth, Harm-Jan, van den Bogaard, Bas, Girbes, Armand R. J., Bosman, Rob J., Elbers, Paul W. G.
Publicado 2022

Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort

por Ottenhoff, Maarten C, Ramos, Lucas A, Potters, Wouter, Janssen, Marcus L F, Hubers, Deborah, Hu, Shi, Fridgeirsson, Egill A, Piña-Fuentes, Dan, Thomas, Rajat, van der Horst, Iwan C C, Herff, Christian, Kubben, Pieter, Elbers, Paul W G, Marquering, Henk A, Welling, Max, Simsek, Suat, de Kruif, Martijn D, Dormans, Tom, Fleuren, Lucas M, Schinkel, Michiel, Noordzij, Peter G, van den Bergh, Joop P, Wyers, Caroline E, Buis, David T B, Wiersinga, W Joost, van den Hout, Ella H C, Reidinga, Auke C, Rusch, Daisy, Sigaloff, Kim C E, Douma, Renee A, de Haan, Lianne, Gritters van den Oever, Niels C, Rennenberg, Roger J M W, van Wingen, Guido A, Aries, Marcel J H, Beudel, Martijn
Publicado 2021

Rapid Evaluation of Coronavirus Illness Severity (RECOILS) in intensive care: Development and validation of a prognostic tool for in‐hospital mortality

por Plečko, Drago, Bennett, Nicolas, Mårtensson, Johan, Dam, Tariq A., Entjes, Robert, Rettig, Thijs C. D., Dongelmans, Dave A., Boelens, Age D., Rigter, Sander, Hendriks, Stefaan H. A., de Jong, Remko, Kamps, Marlijn J. A., Peters, Marco, Karakus, Attila, Gommers, Diederik, Ramnarain, Dharmanand, Wils, Evert‐Jan, Achterberg, Sefanja, Nowitzky, Ralph, van den Tempel, Walter, de Jager, Cornelis P. C., Nooteboom, Fleur G. C. A., Oostdijk, Evelien, Koetsier, Peter, Cornet, Alexander D., Reidinga, Auke C., de Ruijter, Wouter, Bosman, Rob J., Frenzel, Tim, Urlings‐Strop, Louise C., de Jong, Paul, Smit, Ellen G.M., Cremer, Olaf L., Mehagnoul‐Schipper, D. Jannet, Faber, Harald J., Lens, Judith, Brunnekreef, Gert B., Festen‐Spanjer, Barbara, Dormans, Tom, de Bruin, Daan P., Lalisang, Robbert C. A., Vonk, Sebastiaan J. J., Haan, Martin E., Fleuren, Lucas M., Thoral, Patrick J., Elbers, Paul W. G., Bellomo, Rinaldo
Publicado 2021

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...

por Vagliano, Iacopo, Schut, Martijn C., Abu-Hanna, Ameen, Dongelmans, Dave A., de Lange, Dylan W., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Rigter, Sander, Wils, Evert-Jan, Frenzel, Tim, de Jong, Remko, Peters, Marco A.A., Kamps, Marlijn J.A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G.C.A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G.M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, de Jager, Cornelis P.C., Hendriks, Stefaan H.A., Achterberg, Sefanja, Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert B., Cornet, Alexander D., van den Tempel, Walter, Boelens, Age D., Koetsier, Peter, Lens, Judith, Faber, Harald J., Karakus, A., Entjes, Robert, de Jong, Paul, Rettig, Thijs C.D., Reuland, M.C., Arbous, Sesmu, Fleuren, Lucas M., Dam, Tariq A., Thoral, Patrick J., Lalisang, Robbert C.A., Tonutti, Michele, de Bruin, Daan P., Elbers, Paul W.G., de Keizer, Nicolette F.
Publicado 2022

The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

por Fleuren, Lucas M., Dam, Tariq A., Tonutti, Michele, de Bruin, Daan P., Lalisang, Robbert C. A., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Rigter, Sander, Wils, Evert-Jan, Frenzel, Tim, Dongelmans, Dave A., de Jong, Remko, Peters, Marco, Kamps, Marlijn J. A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G. C. A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G. M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, de Jager, Cornelis P. C., Hendriks, Stefaan H. A., Achterberg, Sefanja, Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert B., Cornet, Alexander D., van den Tempel, Walter, Boelens, Age D., Koetsier, Peter, Lens, Judith, Faber, Harald J., Karakus, A., Entjes, Robert, de Jong, Paul, Rettig, Thijs C. D., Arbous, Sesmu, Vonk, Sebastiaan J. J., Fornasa, Mattia, Machado, Tomas, Houwert, Taco, Hovenkamp, Hidde, Noorduijn-Londono, Roberto, Quintarelli, Davide, Scholtemeijer, Martijn G., de Beer, Aletta A., Cina, Giovanni, Beudel, Martijn, Herter, Willem E., Girbes, Armand R. J., Hoogendoorn, Mark, Thoral, Patrick J., Elbers, Paul W. G.
Publicado 2021

Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome

por Dam, Tariq A., de Grooth, Harm-Jan, Klausch, Thomas, Fleuren, Lucas M., de Bruin, Daan P., Entjes, Robert, Rettig, Thijs C. D., Dongelmans, Dave A., Boelens, Age D., Rigter, Sander, Hendriks, Stefaan H. A., de Jong, Remko, Kamps, Marlijn J. A, Peters, Marco, Karakus, A., Gommers, Diederik, Ramnarain, Dharmanand, Wils, Evert-Jan, Achterberg, Sefanja, Nowitzky, Ralph, van den Tempel, Walter, de Jager, Cornelis P. C., Nooteboom, Fleur G. C. A., Oostdijk, Evelien, Koetsier, Peter, Cornet, Alexander D., Reidinga, Auke C., de Ruijter, Wouter, Bosman, Rob J., Frenzel, Tim, Urlings-Strop, Louise C., de Jong, Paul, Smit, Ellen G. M., Cremer, Olaf L., Mehagnoul-Schipper, D. Jannet, Faber, Harald J., Lens, Judith, Brunnekreef, Gert B., Festen-Spanjer, Barbara, Dormans, Tom, Dijkstra, Annemieke, Simons, Bram, Rijkeboer, A. A., Arbous, Sesmu, Aries, Marcel, Beukema, Menno, Pretorius, Daniël, van Raalte, Rutger, van Tellingen, Martijn, Gritters van den Oever, Niels C., Lalisang, Robbert C. A., Tonutti, Michele, Girbes, Armand R. J., Hoogendoorn, Mark, Thoral, Patrick J., Elbers, Paul W. G.
Publicado 2021

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

por Dam, Tariq A., Roggeveen, Luca F., van Diggelen, Fuda, Fleuren, Lucas M., Jagesar, Ameet R., Otten, Martijn, de Vries, Heder J., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Rigter, Sander, Wils, Evert-Jan, Frenzel, Tim, Dongelmans, Dave A., de Jong, Remko, Peters, Marco A. A., Kamps, Marlijn J. A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G. C. A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G. M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, de Jager, Cornelis P. C., Hendriks, Stefaan H. A., Achterberg, Sefanja, Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert B., Cornet, Alexander D., van den Tempel, Walter, Boelens, Age D., Koetsier, Peter, Lens, Judith, Faber, Harald J., Karakus, A., Entjes, Robert, de Jong, Paul, Rettig, Thijs C. D., Arbous, Sesmu, Vonk, Sebastiaan J. J., Machado, Tomas, Herter, Willem E., de Grooth, Harm-Jan, Thoral, Patrick J., Girbes, Armand R. J., Hoogendoorn, Mark, Elbers, Paul W. G.
Publicado 2022

Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data Wareho...

por Fleuren, Lucas M., Tonutti, Michele, de Bruin, Daan P., Lalisang, Robbert C. A., Dam, Tariq A., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Vonk, Sebastiaan J. J., Fornasa, Mattia, Machado, Tomas, van der Meer, Nardo J. M., Rigter, Sander, Wils, Evert-Jan, Frenzel, Tim, Dongelmans, Dave A., de Jong, Remko, Peters, Marco, Kamps, Marlijn J. A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G. C. A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G. M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, de Jager, Cornelis P. C., Hendriks, Stefaan H. A., Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert, Cornet, Alexander D., van den Tempel, Walter, Boelens, Age D., Koetsier, Peter, Lens, Judith, Achterberg, Sefanja, Faber, Harald J., Karakus, A., Beukema, Menno, Entjes, Robert, de Jong, Paul, Houwert, Taco, Hovenkamp, Hidde, Noorduijn Londono, Roberto, Quintarelli, Davide, Scholtemeijer, Martijn G., de Beer, Aletta A., Cinà, Giovanni, Beudel, Martijn, de Keizer, Nicolet F., Hoogendoorn, Mark, Girbes, Armand R. J., Herter, Willem E., Elbers, Paul W. G., Thoral, Patrick J.
Publicado 2021

Predictors for extubation failure in COVID-19 patients using a machine learning approach

por Fleuren, Lucas M., Dam, Tariq A., Tonutti, Michele, de Bruin, Daan P., Lalisang, Robbert C. A., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Rigter, Sander, Wils, Evert-Jan, Frenzel, Tim, Dongelmans, Dave A., de Jong, Remko, Peters, Marco, Kamps, Marlijn J. A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G. C. A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G. M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, de Jager, Cornelis P. C., Hendriks, Stefaan H. A., Achterberg, Sefanja, Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert B., Cornet, Alexander D., van den Tempel, Walter, Boelens, Age D., Koetsier, Peter, Lens, Judith, Faber, Harald J., Karakus, A., Entjes, Robert, de Jong, Paul, Rettig, Thijs C. D., Arbous, Sesmu, Vonk, Sebastiaan J. J., Fornasa, Mattia, Machado, Tomas, Houwert, Taco, Hovenkamp, Hidde, Noorduijn Londono, Roberto, Quintarelli, Davide, Scholtemeijer, Martijn G., de Beer, Aletta A., Cinà, Giovanni, Kantorik, Adam, de Ruijter, Tom, Herter, Willem E., Beudel, Martijn, Girbes, Armand R. J., Hoogendoorn, Mark, Thoral, Patrick J., Elbers, Paul W. G.
Publicado 2021