| Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy LM Fleuren, TLT Klausch, CL Zwager, LJ Schoonmade, T Guo, ... Intensive care medicine 46 (3), 383-400, 2020 | 422 | 2020 |
| External evaluation of population pharmacokinetic models of vancomycin in large cohorts of intensive care unit patients T Guo, RM van Hest, LF Roggeveen, LM Fleuren, PJ Thoral, RJ Bosman, ... Antimicrobial agents and chemotherapy 63 (5), e02543-18, 2019 | 48 | 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 … LF Roggeveen, LM Fleuren, T Guo, P Thoral, HJ de Grooth, EL Swart, ... Trials 20 (1), 1-13, 2019 | 29 | 2019 |
| Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis L Roggeveen, A El Hassouni, J Ahrendt, T Guo, L Fleuren, P Thoral, ... Artificial Intelligence in Medicine 112, 102003, 2021 | 26 | 2021 |
| Clinically relevant pharmacokinetic knowledge on antibiotic dosing among intensive care professionals is insufficient: a cross-sectional study LM Fleuren, LF Roggeveen, T Guo, P Waldauf, PHJ van der Voort, ... Critical Care 23 (1), 1-9, 2019 | 26 | 2019 |
| 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 … LF Roggeveen, T Guo, LM Fleuren, R Driessen, P Thoral, RM van Hest, ... Critical Care 26 (1), 1-11, 2022 | 25 | 2022 |
| Right dose, right now: development of autokinetics for real time model informed precision antibiotic dosing decision support at the bedside of critically ill patients LF Roggeveen, T Guo, RH Driessen, LM Fleuren, P Thoral, ... Frontiers in pharmacology 11, 646, 2020 | 23 | 2020 |
| Optimizing predictive performance of bayesian forecasting for vancomycin concentration in intensive care patients T Guo, RM van Hest, LB Zwep, LF Roggeveen, LM Fleuren, RJ Bosman, ... Pharmaceutical research 37 (9), 1-9, 2020 | 11 | 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 T Guo, RM van Hest, LM Fleuren, LF Roggeveen, RJ Bosman, ... British Journal of Clinical Pharmacology 87 (3), 1234-1242, 2021 | 7 | 2021 |
| Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning TA Dam, LF Roggeveen, F van Diggelen, LM Fleuren, AR Jagesar, ... Annals of intensive care 12 (1), 1-9, 2022 | 5 | 2022 |
