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
31 - 39 of 39
- Traumatic brain injury in the elderly: a significant phenomenon(2012)
Authors: Bart Depreitere, Geert Meyfroidt, Fabian Guiza Grandas
Pages: 289 - 294 - Computerized prediction of intensive care unit discharge after cardiac surgery: development and validation of a Gaussian processes model(2011)
Authors: Geert Meyfroidt, Fabian Guiza Grandas, Jean-Marie Aerts, Daniel Berckmans, Jan Ramon, Maurice Bruynooghe, Greet Van den Berghe
Pages: 1 - 13 - Insufficient activation of autophagy allows cellular damage to accumulate in critically ill patients(2011)
Authors: Ilse Vanhorebeek, Jan Gunst, Fabian Guiza Grandas, Greet Van den Berghe
Pages: E633 - E645 - Glucose dysregulation and neurological injury biomarkers in critically ill children(2010)
Authors: Ilse Vanhorebeek, Marijke Gielen, Fabian Guiza Grandas, Dieter Mesotten, Greet Van den Berghe
Pages: 4669 - 4679 - Prediction of Clinical Conditions after Coronary Bypass Surgery using Dynamic Data Analysis(2010)
Authors: Fabian Guiza Grandas, Geert Meyfroidt, Jean-Marie Aerts, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe, Greet Van den Berghe, Daniel Berckmans
Pages: 229 - 239 - Traumatic brain injury in the elderly: a significant phenomenon(2010)
Authors: Bart Depreitere, Geert Meyfroidt, Fabian Guiza Grandas
Pages: 289 - 294 - Machine learning techniques to examine large patient databases(2009)
Authors: Geert Meyfroidt, Fabian Guiza Grandas, Jan Ramon, Maurice Bruynooghe
Pages: 127 - 143 - Dynamic data analysis and data mining for prediction of clinical stability(2009)
Authors: Fabian Guiza Grandas, Geert Meyfroidt, Jean-Marie Aerts, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe, Greet Van den Berghe, Daniel Berckmans
Pages: 590 - 594 - Time-series analysis techniques combined with Gaussian process classifiers for prediction of clinical stability after coronary bypass surgery(2008)
Authors: Fabian Guiza Grandas, Hendrik Blockeel, Maurice Bruynooghe, Jean-Marie Aerts, Daniel Berckmans, Geert Meyfroidt, Greet Van den Berghe
Pages: 216 - 221