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
61 - 68 of 68
- Detection of nocturnal epilectic convulsions in pediatric patients based on accelerometers.From1 Nov 2008 → 31 Aug 2013Funding: IWT - TBM (Applied Biomedical Research)
- Extensions of ROC curves and AUCs for classification and survival analysis, with applications to mathematical models for diagnosis and prognosis.From1 Oct 2008 → 30 Sep 2014Funding: FWO fellowships
- Cortical mechanisms for attention shifts to visual objects in noisy backgrounds: an integrated ERP-fMRI study.From1 Oct 2008 → 30 Sep 2010Funding: FWO fellowships
- ?From1 Jul 2008 → 15 Oct 2010Funding: Own budget, for example: patrimony, inscription fees, gifts
- Multi-center prospective study of computer models for the preoperative judgment of ovarian tumors.From1 Jun 2008 → 31 May 2012Funding: IWT - TBM (Applied Biomedical Research)
- Brain mechanisms of involuntary and directed attention to simple visual objects in optimal and noisy environments.From10 May 2008 → 9 May 2009Funding: BOF - Bilateral scientific cooperation
- Advanced Signal Processing for Magnetic Resonance SpectroscopyFrom10 Jan 2008 → 29 Nov 2011Funding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor based integration of the electroencephalogram and functional magnetic resonance imaging in the study of cognitive processes and disorders.From1 Jan 2008 → 31 Dec 2011Funding: IWT personal funding - strategic basic research grants
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