Data-driven ICU management: Using Big Data and algorithms to improve outcomes G Carra, JIF Salluh, FJ da Silva Ramos, G Meyfroidt Journal of critical care 60, 300-304, 2020 | 43 | 2020 |
Association of dose of intracranial hypertension with outcome in subarachnoid hemorrhage G Carra, F Elli, B Ianosi, M Flechet, L Huber, V Rass, B Depreitere, ... Neurocritical Care 34, 722-730, 2021 | 23 | 2021 |
Development and external validation of a machine learning model for the early prediction of doses of harmful intracranial pressure in patients with severe traumatic brain injury G Carra, F Güiza, I Piper, G Citerio, A Maas, B Depreitere, G Meyfroidt, ... Journal of Neurotrauma 40 (5-6), 514-522, 2023 | 18 | 2023 |
Prediction model for intracranial hypertension demonstrates robust performance during external validation on the CENTER-TBI dataset G Carra, F Güiza, B Depreitere, G Meyfroidt Intensive Care Medicine 47 (1), 124-126, 2021 | 12 | 2021 |
Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees O Semenova, G Carra, G Lightbody, G Boylan, E Dempsey, A Temko Computer methods and programs in biomedicine 180, 104996, 2019 | 11 | 2019 |
Postoperative cerebral oxygen saturation in children after congenital cardiac surgery and long-term total intelligence quotient: a prospective observational study G Carra, M Flechet, A Jacobs, S Verstraete, D Vlasselaers, L Desmet, ... Critical Care Medicine 49 (6), 967-976, 2021 | 9 | 2021 |
CENTER-TBI High-Resolution ICU (HR ICU) Sub-Study Participants and Investigators. Development and External Validation of a Machine Learning Model. for the Early Prediction of … G Carra, F Güiza, I Piper, G Citerio, A Maas, B Depreitere, G Meyfroidt J. Neurotrauma 40, 514-522, 2023 | 5 | 2023 |
Heart rate variability during periods of low blood pressure as a predictor of short-term outcome in preterms O Semenova, G Carra, G Lightbody, G Boylan, E Dempsey, A Temko 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 4 | 2018 |
Development and validation of the creatinine clearance predictor machine learning models in critically ill adults CY Huang, F Güiza, P Wouters, L Mebis, G Carra, J Gunst, P Meersseman, ... Critical Care 27 (1), 272, 2023 | 2 | 2023 |
KidsBrainIT: Intracranial hypertension dose response and outcome in childhood brain trauma B Kempen, B Depreitere, G Carra, I Piper, TY Lo International Symposium on Intracranial Pressure and Brain Monitoring, Date …, 2022 | | 2022 |
ARTIFICIAL INTELLIGENCE FOR DECISION SUPPORT AND TREATMENT OPTIMIZATION IN PATIENTS WITH BRAIN INJURIES G Carra | | 2022 |
Postoperative Cerebral Oxygen Saturation in Children After Congenital Cardiac Surgery and Lo G Carra, M Flechet | | 2021 |
Exploratory study on the impact of COVID-19 outbreak on the well-being, work, and work-related social interactions of PhD Students in Belgium M D'Agostini, G Carra, M Walentynowicz, J Vlaeyen The Annual Meeting of the Belgian Association of Psychological Sciences …, 2020 | | 2020 |
Burden of intracranial hypertension in subarachnoid hemorrhage in relationship with the cerebrovascular autoregulatory status V Rass, F Elli, I Piper, B Depreitere, B Ianosi, R Helbok, G Citerio, ... INTENSIVE CARE MEDICINE EXPERIMENTAL 7 (Suppl 3), 55, 2019 | | 2019 |
39th International Symposium on Intensive Care and Emergency Medicine: Brussels, Belgium, 19-22 March 2019 G Carra, F Elli, L Huber, F Guiza, B Ianosi, V Rass, B Depreitere, ... Critical Care 23 (Suppl 2), 72, 2019 | | 2019 |