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
31 - 40 of 68
- Machine Learning for Classifying Abnormal Brain Tissue Progression based on Multi-parametric Magnetic Resonance DataFrom7 Oct 2013 → 23 Oct 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
- Development of a Neonatal EEG Monitor for Automated Brain AnalysisFrom7 Oct 2013 → 8 Jun 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- Development of a multivariable nonlinear framework for cerebral autoregulation monitoring using Near-Infrared Spectroscopy.From1 Oct 2013 → 30 Sep 2014Funding: BOF - Other initiatives
- Automatic food intake monitoring for the ageing populationFrom1 Oct 2013 → 18 Jan 2019Funding: BOF - Doctoral projects
- Online epileptic seizure detection in a home environment.From3 Sep 2013 → 31 Dec 2018Funding: IWT personal funding - strategic basic research grants
- Mobile EEG and Tensor Approaches for Auditory Attention Analysis in Real-lifeFrom3 Sep 2013 → 4 Dec 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
- ECG based risk stratification for sudden cardiac death.From1 Sep 2013 → 31 Dec 2018Funding: IWT personal funding - strategic basic research grants
- Electric stimulation in the brain cavity wall to reduce its associated symptoms. A generic approach applied in central post-stroke pain.From3 Dec 2012 → 2 Dec 2016Funding: FWO research project
- Electric stimulation in the brain cavity wall to reduce its associated symptoms. A generic approach applied in central post-stroke pain.From1 Dec 2012 → 4 Jul 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
- Interpretable clinical decision support systems.From1 Oct 2012 → 30 Sep 2016Funding: FWO fellowships
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