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
21 - 30 of 39
- Charisma: An integrated approach to automatic H&E-stained skeletal muscle cell segmentation using supervised learning and novel robust clump splitting(2013)
Authors: Thomas Janssens, Ilse Vanhorebeek, Greet Van den Berghe, Fabian Guiza Grandas
Pages: 1206 - 1219 - Critical illness induces nutrient-independent adipogenesis and accumulation of alternatively activated tissue macrophages(2013)
Authors: Mirna Bastos Marques, Fabian Guiza Grandas, Michael Casaer, Greet Hermans, Greet Van den Berghe, Lies Langouche
- Anterior pituitary morphology and hormone production during sustained critical illness in a rabbit model(2013)
Authors: Lies Langouche, Jan Gunst, Fabian Guiza Grandas, Greet Van den Berghe
Pages: 277 - 282 - Low-frequency autoregulation index for calculation of optimal cerebral perfusion pressure in severe traumatic brain injury(2013)
Authors: Fabian Guiza Grandas, Geert Meyfroidt, Martin Schumann, Greet Van den Berghe, Ian Piper, Bart Depreitere
Pages: P327 - P327 - Novel Methods to Predict Increased Intracranial Pressure During Intensive Care and Long-Term Neurological Outcome After Traumatic Brain Injury: Development and Validation in a Multicenter Dataset(2013)
Authors: Fabian Guiza Grandas, Bart Depreitere, Greet Van den Berghe, Geert Meyfroidt
Pages: 554 - 564 - Increasing glucose load while maintaining normoglycemia does not evoke neuronal damage in prolonged critically ill rabbits(2013)
Authors: Romain Sonneville, Fabian Guiza Grandas, Greet Van den Berghe, Ilse Vanhorebeek
Pages: 1077 - 1080 - Guided Monte Carlo tree search for planning in learned environments(2013)
Authors: Jelle Van Eyck, Jan Ramon, Fabian Guiza Grandas, Geert Meyfroidt, Maurice Bruynooghe, Greet Van den Berghe
Pages: 33 - 47 - Impact of hyperglycemia on neuropathological alterations during critical illness(2012)
Authors: Romain Sonneville, Fabian Guiza Grandas, Jan Gunst, Greet Van den Berghe, Ilse Vanhorebeek
Pages: 2113 - 2123 - Outcome prediction after moderate and severe traumatic brain injury: why two models if we could do with one?(2012)
Authors: Geert Meyfroidt, Fabian Guiza Grandas
Pages: 1685 - 1686 - Novel models to predict elevated intracranial pressure during intensive care and long-term neurological outcome after TBI(2012)
Authors: Fabian Guiza Grandas, Bart Depreitere, Ian Piper, Greet Van den Berghe, Geert Meyfroidt
Pages: P291 - P291