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

Volltext

Machine learning in intensive care medicine: ready for take-off? von Fleuren, Lucas M., Thoral, Patrick, Shillan, Duncan, Ercole, Ari, Elbers, Paul W. G.

Volltext

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... von 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

Volltext

Why physiology will continue to guide the choice between balanced crystalloids and normal saline: a systematic review and meta-analysis von Zwager, Charlotte L, Tuinman, Pieter Roel, de Grooth, Harm-Jan, Kooter, Jos, Ket, Hans, Fleuren, Lucas M, Elbers, Paul W G

Volltext

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

Volltext

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

Volltext

Racial Disparities in Pulse Oximetry, in COVID-19 and ICU Settings von Reep, Carmen A T, Fleuren, Lucas M, Heunks, Leo, Wils, Evert-Jan

Volltext

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... von 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

Volltext

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

Volltext

Determining and assessing characteristics of data element names impacting the performance of annotation using Usagi von de Groot, Rowdy, Püttmann, Daniel P., Fleuren, Lucas M., Thoral, Patrick J., Elbers, Paul W.G., de Keizer, Nicolette F., Cornet, Ronald

Volltext

Augmented intelligence facilitates concept mapping across different electronic health records von 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.

Volltext

Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis von Siepel, Sander, Dam, Tariq A., Fleuren, Lucas M., Girbes, Armand R.J., Hoogendoorn, Mark, Thoral, Patrick J., Elbers, Paul W.G., Bennis, Frank C.

Volltext

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

Volltext

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

Volltext

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

Volltext

Pooled Population Pharmacokinetic Analysis for Exploring Ciprofloxacin Pharmacokinetic Variability in Intensive Care Patients von 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.

Volltext

Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients (vol 37, 171, 2020) von 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.

Volltext

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

Volltext

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

Volltext

Biomarker Analysis Provides Evidence for Host Response Homogeneity in Patients With COVID-19 von van Amstel, Rombout B.E., Michels, Erik H.A., Appelman, Brent, de Brabander, Justin, Smeele, Patrick J., van der Poll, Tom, Vlaar, Alexander P.J., van Vught, Lonneke A., Bos, Lieuwe D.J., van Agtmael, Michiel A., Algera, Anne G., Appelman, Brent, van Baarle, Floor E.H.P., van de Beek, Diederik, Beudel, Martijn, Bogaard, Harm J., Bos, Lieuwe D.J., Botta, Michela, de Brabander, Justin, de Bree, Godelieve J., Brouwer, Matthijs C., de Bruin, Sanne, Bugiani, Marianna, Bulle, Esther B., Chouchane, Osoul, Cloherty, Alex P.M., Buis, David, de Rotte, Maurtis C.F.J., Dijkstra, Mirjam, Dongelmans, Dave A., Dujardin, Romein W.G., Elbers, Paul E., Fleuren, Lucas M., Geerlings, Suzanne E., Geijtenbeek, Theo B.H., Girbes, Armand R.J., Goorhuis, Bram, Grobusch, Martin P., Hagens, Laura A., Hamann, Jorg, Harris, Vanessa C., Hemke, Robert, Hermans, Sabine M., Heunks, Leo M.A., Hollmann, Markus W., Horn, Janneke, Hovius, Joppe W., de Jong, Menno D., Koning, Rutger, Lim, Endry H.T., van Mourik, Niels, Nellen, Jeannine F., Nossent, Esther J., Paulus, Frederique, Peters, Edgar, Piña-Fuentes, Dan, van der Poll, Tom, Preckel, Bennedikt, Raasveld, Jorinde, Reijnders, Tom D.Y., Schinkel, Michiel, Schrauwen, Femke A.P., Schultz, Marcus J., Schuurman, Alex R., Schuurmans, Jaap, Sigaloff, Kim, Slim, Marleen A., Smeele, Patrick, Smit, Marry R., Stijnis, Cornelis, Stilma, Willemke, Teunissen, Charlotte E., Thoral, Patrick, Tsonas, Anissa M., Tuinman, Pieter R., van der Valk, Marc, Veelo, Denise P., Vlaar, Alexander P.J., Volleman, Carolien, de Vries, Heder, van Vught, Lonneke A., van Vugt, Michèle, Wiersinga, Joost, Wouters, Dorien, Zwinderman, Koos

Volltext