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
21 - 30 of 68
- Preemie - revolutionary EEG-based diagnostics for premature babies.From1 Apr 2015 → 31 Mar 2017Funding: IWT / VLAIO personal funding - innovation mandates
- MR spectroscopy quantitation results' evaluationFrom2 Mar 2015 → 12 Sep 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
- Sensor-based Platform for the Accurate and Remote monitoring of Kine(ma)tics Linked to E-health (SPARKLE).From1 Oct 2014 → 30 Sep 2018Funding: BOF - Concerted Research Project from 1994
- Signal processing for monitoring cerebral hemodynamics in neonates.From1 Oct 2014 → 30 Sep 2017Funding: FWO fellowships
- Clinical Decision Support: Interpretability and Applications in Patient MonitoringFrom1 Oct 2014 → 16 Oct 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- Biomedical Data Analytics for Clinical and Patient Decision SupportFrom1 Aug 2014 → 28 Feb 2024Funding: IOF - mandates, IOF - Industrial Research Fund
- Unsupervised Models for White Matter Fiber-Bundles Analysis in Multiple SclerosisFrom30 Jun 2014 → 11 Sep 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor Based Approaches in Magnetic Resonance Spectroscopic Imaging and Multi-parametric MRI Data AnalysisFrom29 Apr 2014 → 17 Sep 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- Biomedical Data Fusion using Tensor based Blind Source Separation.From1 Apr 2014 → 31 Mar 2019Funding: ERC - Ideas
- Combining anatomical and spectral information to enhance MRSI resolution and quantificationFrom20 Jan 2014 → 17 May 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 659
- 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