Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy
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.
Published in Intensive care medicine (01.03.2020)
Published in Intensive care medicine (01.03.2020)
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Journal Article
Machine learning in intensive care medicine: ready for take-off?
Fleuren, Lucas M., Thoral, Patrick, Shillan, Duncan, Ercole, Ari, Elbers, Paul W. G.
Published in Intensive care medicine (01.07.2020)
Published in Intensive care medicine (01.07.2020)
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Journal Article
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
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
Published in Critical care (London, England) (05.09.2022)
Published in Critical care (London, England) (05.09.2022)
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Why physiology will continue to guide the choice between balanced crystalloids and normal saline: a systematic review and meta-analysis
Zwager, Charlotte L, Tuinman, Pieter Roel, de Grooth, Harm-Jan, Kooter, Jos, Ket, Hans, Fleuren, Lucas M, Elbers, Paul W G
Published in Critical care (London, England) (21.11.2019)
Published in Critical care (London, England) (21.11.2019)
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Clinically relevant pharmacokinetic knowledge on antibiotic dosing among intensive care professionals is insufficient: a cross-sectional study
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
Published in Critical care (London, England) (22.05.2019)
Published in Critical care (London, England) (22.05.2019)
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External Evaluation of Population Pharmacokinetic Models of Vancomycin in Large Cohorts of Intensive Care Unit Patients
Guo, Tingjie, van Hest, Reinier M, Roggeveen, Luca F, Fleuren, Lucas M, Thoral, Patrick J, Bosman, Rob J, van der Voort, Peter H J, Girbes, Armand R J, Mathot, Ron A A, Elbers, Paul W G
Published in Antimicrobial agents and chemotherapy (01.05.2019)
Published in Antimicrobial agents and chemotherapy (01.05.2019)
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Journal Article
Determining and assessing characteristics of data element names impacting the performance of annotation using Usagi
de Groot, Rowdy, Püttmann, Daniel P., Fleuren, Lucas M., Thoral, Patrick J., Elbers, Paul W.G., de Keizer, Nicolette F., Cornet, Ronald
Published in International journal of medical informatics (Shannon, Ireland) (01.10.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.10.2023)
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Augmented intelligence facilitates concept mapping across different electronic health records
Dam, Tariq A., Fleuren, Lucas M., Roggeveen, Luca F., Otten, Martijn, Biesheuvel, Laurens, Jagesar, Ameet R., Lalisang, Robbert C.A., Kullberg, Robert F.J., Hendriks, Tom, Girbes, Armand R.J., Hoogendoorn, Mark, Thoral, Patrick J., Elbers, Paul W.G.
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2023)
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Journal Article
Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis
Siepel, Sander, Dam, Tariq A., Fleuren, Lucas M., Girbes, Armand R.J., Hoogendoorn, Mark, Thoral, Patrick J., Elbers, Paul W.G., Bennis, Frank C.
Published in Journal of intensive care medicine (01.07.2023)
Published in Journal of intensive care medicine (01.07.2023)
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Journal Article
Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients
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
Published in Frontiers in pharmacology (15.05.2020)
Published in Frontiers in pharmacology (15.05.2020)
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Racial Disparities in Pulse Oximetry, in COVID-19 and ICU Settings
Reep, Carmen A T, Fleuren, Lucas M, Heunks, Leo, Wils, Evert-Jan
Published in Critical care explorations (01.08.2024)
Published in Critical care explorations (01.08.2024)
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Journal Article
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
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
Published in Current controlled trials in cardiovascular medicine (18.12.2019)
Published in Current controlled trials in cardiovascular medicine (18.12.2019)
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Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients
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.
Published in Pharmaceutical research (01.09.2020)
Published in Pharmaceutical research (01.09.2020)
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Journal Article
Why we should sample sparsely and aim for a higher target: Lessons from model‐based therapeutic drug monitoring of vancomycin in intensive care patients
Guo, Tingjie, Hest, Reinier M., Fleuren, Lucas M., Roggeveen, Luca F., Bosman, Rob J., Voort, Peter H.J., Girbes, Armand R.J., Mathot, Ron A.A., Hasselt, Johan G.C., Elbers, Paul W.G.
Published in British journal of clinical pharmacology (01.03.2021)
Published in British journal of clinical pharmacology (01.03.2021)
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Journal Article
Correction to: Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients
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.
Published in Pharmaceutical research (01.11.2020)
Published in Pharmaceutical research (01.11.2020)
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Journal Article
Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis
Roggeveen, Luca, el Hassouni, Ali, Ahrendt, Jonas, Guo, Tingjie, Fleuren, Lucas, Thoral, Patrick, Girbes, Armand RJ, Hoogendoorn, Mark, Elbers, Paul WG
Published in Artificial intelligence in medicine (01.02.2021)
Published in Artificial intelligence in medicine (01.02.2021)
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Journal Article
Pooled Population Pharmacokinetic Analysis for Exploring Ciprofloxacin Pharmacokinetic Variability in Intensive Care Patients
Guo, Tingjie, Abdulla, Alan, Koch, Birgit C. P., van Hasselt, Johan G. C., Endeman, Henrik, Schouten, Jeroen A., Elbers, Paul W. G., Brüggemann, Roger J. M., van Hest, Reinier M.
Published in Clinical pharmacokinetics (01.06.2022)
Published in Clinical pharmacokinetics (01.06.2022)
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Journal Article
Electronic Health Data Predict Outcomes After Aneurysmal Subarachnoid Hemorrhage
Zafar, Sahar F., Postma, Eva N., Biswal, Siddharth, Fleuren, Lucas, Boyle, Emily J., Bechek, Sophia, O’Connor, Kathryn, Shenoy, Apeksha, Jonnalagadda, Durga, Kim, Jennifer, Shafi, Mouhsin S., Patel, Aman B., Rosenthal, Eric S., Westover, M. Brandon
Published in Neurocritical care (01.04.2018)
Published in Neurocritical care (01.04.2018)
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INCIDENCE, RISK FACTORS, AND OUTCOME OF SUSPECTED CENTRAL VENOUS CATHETER-RELATED INFECTIONS IN CRITICALLY ILL COVID-19 PATIENTS: A MULTICENTER RETROSPECTIVE COHORT STUDY
Smit, Jasper M, Exterkate, Lotte, van Tienhoven, Arne J, Haaksma, Mark E, Heldeweg, Micah L A, Fleuren, Lucas, Thoral, Patrick, Dam, Tariq A, Heunks, Leo M A, Gommers, Diederik, Cremer, Olaf L, Bosman, Rob J, Rigter, Sander, Wils, Evert-Jan, Frenzel, Tim, Vlaar, Alexander P, 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, Bas, Machado, Tomas, Girbes, Armand R J, Sieswerda, Elske, Elbers, Paul W G, Tuinman, Pieter R
Published in Shock (Augusta, Ga.) (01.11.2022)
Published in Shock (Augusta, Ga.) (01.11.2022)
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Intramuscular adipose tissue at level Th12 is associated with survival in COVID‐19
Viddeleer, Alain R., Raaphorst, Joost, Min, Minoesch, Beenen, Ludo F.M., Scheerder, Maeke J., Vlaar, Alexander P.J., Beudel, Martijn, Hemke, Robert, Bruin, Sanne, Schuurmans, Alex, Koning, Rutger, Agtmael, Michiel, Algera, Anne Geke, Baarle, Frank, Bax, Diane, Beudel, Martijn, Bogaard, Harm Jan, Bomers, Marije, Bonta, Peter, Bos, Lieuwe, Botta, Michela, Brabander, Justin, Bree, Godelieve, Bugiani, Marianna, Bulle, Esther, Chouchane, Osoul, Cloherty, Alex, Dongelmans, Dave A., Elbers, Paul, Fleuren, Lucas, Geerlings, Suzanne, Geerts, Bart, Geijtenbeek, Theo, Girbes, Armand, Goorhuis, Bram, Grobusch, Martin P., Hafkamp, Florianne, Hagens, Laura, Hamann, Jorg, Harris, Vanessa, Hemke, Robert, Hermans, Sabine M., Heunks, Leo, Hollmann, Markus, Horn, Janneke, Hovius, Joppe W., Jong, Menno D., Mourik, Niels, Nossent, Esther J., Nellen, Jeaninne, Paulus, Frederique, Reijnders, Tom, Peters, Edgar, Poll, Tom, Preckel, Bennedikt, Prins, Jan M., Raasveld, Jorinde, Schinkel, Michiel, Schultz, Marcus J., Sigaloff, Kim, Smit, Marry, Stijnis, Cornelis S., Stilma, Willemke, Teunissen, Charlotte, Thoral, Patrick, Tsonas, Anissa, Valk, Marc, Veelo, Denise, Vries, Heder, Vugt, Michèle, Wouters, Dorien, Zwinderman, A. H (Koos), Brouwer, Matthijs C., Wiersinga, W. Joost, Vlaar, Alexander P.J., Beek, Diederik
Published in Journal of cachexia, sarcopenia and muscle (01.06.2021)
Published in Journal of cachexia, sarcopenia and muscle (01.06.2021)
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