Researcher
Sabine Van Huffel
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Jan 2008 → 31 Jul 2020 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 1999 → 31 Dec 2007
Projects
41 - 50 of 68
- Data-driven fusion of simultaneously recorded EEG-fMRI on a single-trial level.From1 Oct 2012 → 30 Sep 2013Funding: BOF - Other initiatives
- Nieuwe kernmerkextractie methoden voor de verbeterde analyse van magnetische resonantie spectroscopie en spectroscopische beeldvorming.From1 Oct 2012 → 30 Apr 2014Funding: BOF - Other initiatives
- NeoGuard: a neonatal EEG monitor with real-time, bedside data visualization and automated dicision support.From1 Jul 2012 → 30 Jun 2016Funding: IWT - TBM (Applied Biomedical Research)
- PRODEX: Alterations in autonomic cardiovascular control induced during microgravity in a Mars500 crew.From1 Feb 2012 → 31 Dec 2012Funding: Own budget, for example: patrimony, inscription fees, gifts
- Fast multi-modal imaging for diagnosis and therapy assessment of tumour patients.From1 Jan 2012 → 31 Dec 2015Funding: FWO research project
- Clinical risk prediction models based on multicenter data: methods for model development and validationFrom3 Oct 2011 → 31 Dec 2016Funding: IWT personal funding - strategic basic research grants
- Near-infrared spectroscopy in the neonatal intensive care unit: can it change treatment decisions?From18 Jul 2011 → 24 Sep 2019Funding: Own budget, for example: patrimony, inscription fees, gifts
- Automated neonatal EEG background analysis for prediction of neurological outcome of premature infants.From4 Jul 2011 → 31 Dec 2015Funding: IWT personal funding - strategic basic research grants
- CARDIOCONTROL: Alterations in autonomic cardiovascular control induced at partial G forces.From1 Jan 2011 → 31 Dec 2013Funding: ESA incl. Intelsat
- Compact representation of biomedical signals.From1 Jan 2011 → 31 Dec 2014Funding: FWO research project
Publications
1 - 10 of 660
- Brain Lesion Segmentation and Detection on Multi-parametric MRI Data: Marrying Deep Learning with Low-rank Factorization(2023)
Authors: Pooya Ashtari, Sabine Van Huffel, Frederik Maes
- A unified framework for multi-lead ECG characterization using Laplacian Eigenmaps(2023)
Authors: Bert Vandenberk, Sabine Van Huffel, Rik Willems, Carolina Varon Perez
- Regional beat-to-beat variability of repolarization increases during ischemia and predicts imminent arrhythmias in a pig model of myocardial infarction(2023)
Authors: Sebastian Ingelaere, Sabine Van Huffel, Carolina Varon Perez, Karin Sipido, Piet Claus, Rik Willems
Pages: H54 - H65 - Improving Robustness and Reliability in Neonatal Brain Monitoring(2023)
Authors: Tim Hermans, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
- Relating QRS voltages to left ventricular mass and body composition in elite endurance athletes(2023)
Authors: Christophe Dausin, Piet Claus, Kaatje Goetschalckx, Jan Bogaert, Sabine Van Huffel, Carolina Varon Perez, Andre La Gerche, Guido Claessen, Rik Willems
Pages: 547 - 559 - Partial wavelet coherence as a robust method for assessment of neurovascular coupling in neonates with hypoxic ischemic encephalopathy(2023)
Authors: Tim Hermans, Anneleen Dereymaeker, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel, Maarten De Vos
- A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control(2022)
Authors: Sabine Van Huffel
Pages: 1258 - 1270 - Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit(2022)
Authors: Sabine Van Huffel
- Neurocardiovascular coupling in congenital diaphragmatic hernia patients undergoing different types of surgical treatment(2022)
Authors: Sabine Van Huffel, Gunnar Naulaers
Pages: 662 - 672 - Neurocardiovascular coupling in congenital diaphragmatic hernia patients undergoing different types of surgical treatment(2022)
Authors: Dries Hendrikx, Sabine Van Huffel, Gunnar Naulaers
Pages: 662 - 672
Patents
1 - 1 of 1