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
11 - 20 of 68
- Advanced signal processing for cardiorespiratory analysis in sleep apnea and epilepsyFrom1 Oct 2016 → 30 Sep 2019Funding: FWO fellowships
- Multimodal Epileptic Seizure Detection: Towards a Wearable SolutionFrom7 Sep 2016 → 19 Apr 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Multimodal Signal Analysis for Unobtrusive Characterization of Obstructive Sleep ApneaFrom7 Jul 2016 → 26 Oct 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Machine Learning Approaches for Ambulatory Electrocardiography Signal ProcessingFrom4 Mar 2016 → 17 Dec 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- Advanced models for the quantification of stress in preterm babiesFrom5 Jan 2016 → 2 Oct 2020Funding: FWO Strategic Basic Research Grant
- Multimodal signal analysis for unobtrusive characterization of obstructive sleep apnea.From1 Jan 2016 → 31 Dec 2019Funding: FWO Strategic Basic Research (SBO)
- Advanced Solutions for Neonatal Sleep Analysis and the Effects of MaturationFrom5 Oct 2015 → 5 Feb 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor-based Blind Source Separation for Structured EEG-fMRI Data FusionFrom1 Oct 2015 → 17 Sep 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Advances in epilepsy research by means of kernel methods.From1 Oct 2015 → 30 Sep 2016Funding: BOF - Other initiatives
- The effect of perinatal stress in preterm infants on later development trajectoryFrom1 Oct 2015 → 30 Sep 2019Funding: BOF - Concerted Research Project from 1994
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