Researcher
Fabian Guiza Grandas
- Disciplines:Anaesthesiology, Intensive care and emergency medicine
Affiliations
- Laboratory of Intensive Care Medicine (Division)
Member
From1 Jan 2012 → Today
Projects
1 - 10 of 10
- Advanced modelling of cerebrovascular autoregulation lab animal data to build a patient autoregulation monitorFrom23 Nov 2020 → TodayFunding: FWO Strategic Basic Research Grant
- New knowledge discovery regarding causes and consequences of paediatric critical illnesses via complex analyses of DNA methylationFrom1 Oct 2019 → 20 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Interpretable predictive models for biomedical applications with structured outputsFrom16 Oct 2018 → 14 Nov 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Computerized decision support to assess the kidney function in critically ill patientsFrom1 Oct 2018 → 2 Mar 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- DYNAMIC IMPACT OF CRITICAL ILLNESS AND ASSOCIATED NUTRITIONAL MANAGEMENT ON THE LONG-TERM OUTCOME OF CHILDREN: ROLE OF EPIGENETIC CHANGESFrom1 May 2018 → 11 Jan 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Modeling and visualization of multimodal brain monitoring in acute brain injuryFrom6 Nov 2017 → 1 Apr 2022Funding: FWO Strategic Basic Research Grant
- A neuromonitor for the 21st centuryFrom1 Oct 2017 → 30 Sep 2021Funding: BOF - Concerted Research Project from 1994
- On the long-term footprint of pediatric critical illness and how this is affected by acute macronutrient restrictionFrom1 Aug 2016 → 11 Jun 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Automated Analysis of Histological Images Using Machine Learning and Image Processing TechniquesFrom1 Oct 2011 → 20 Nov 2015Funding: Own budget, for example: patrimony, inscription fees, gifts
- Clinical prediction models in intensive care.From1 Jan 2011 → 31 Dec 2014Funding: FWO research project
Publications
1 - 10 of 39
- New knowledge discovery regarding causes and consequences of paediatric critical illnesses via complex analyses of DNA methylation(2023)
Authors: Grégoire Coppens, Greet Van den Berghe, Ilse Vanhorebeek, Fabian Guiza Grandas
- Computerized decision support to assess the kidney function in critically ill patients(2023)
Authors: Chao-yuan Huang, Geert Meyfroidt, Fabian Guiza Grandas, Greet De Vlieger
- Interpretable predictive models for biomedical applications with structured outputs(2022)
Authors: Felipe Kenji Nakano, Celine Vens, Fabian Guiza Grandas
- Daily fluctuations in kidney function in critically ill adults(2022)
Authors: Chao-yuan Huang, Fabian Guiza Grandas, Greet De Vlieger, Geert Meyfroidt
- DNA methylation alterations in muscle of critically ill patients(2022)
Authors: Fabian Guiza Grandas, Michael Casaer, Greet Hermans, Greet Van den Berghe, Ilse Vanhorebeek
Pages: 1731 - 1740 - ARTIFICIAL INTELLIGENCE FOR DECISION SUPPORT AND TREATMENT OPTIMIZATION IN PATIENTS WITH BRAIN INJURIES(2022)
Authors: Giorgia Carra, Geert Meyfroidt, Fabian Guiza Grandas, Bart Depreitere
- DYNAMIC IMPACT OF CRITICAL ILLNESS AND ASSOCIATED NUTRITIONAL MANAGEMENT ON THE LONG-TERM OUTCOME OF CHILDREN: ROLE OF EPIGENETIC CHANGES(2022)
Authors: Ines Verlinden, Greet Van den Berghe, Ilse Vanhorebeek, Fabian Guiza Grandas
- Postoperative Cerebral Oxygen Saturation in Children After Congenital Cardiac Surgery and Long-Term Total Intelligence Quotient: A Prospective Observational Study(2021)
Authors: Giorgia Carra, Dirk Vlasselaers, Ilse Vanhorebeek, Greet Van den Berghe, Fabian Guiza Grandas, Geert Meyfroidt
Pages: 967 - 976 - Visualization of Intracranial Pressure Insults After Severe Traumatic Brain Injury: Influence of Individualized Limits of Reactivity.(2021)
Authors: Fabian Guiza Grandas
Pages: 7 - 10 - On the long-term footprint of pediatric critical illness and how this is affected by acute macronutrient restriction(2020)
Authors: An Jacobs, Greet Van den Berghe, Fabian Guiza Grandas, Ilse Vanhorebeek