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
1 - 10 of 68
- Machine Learning Methods for Multiple Sclerosis Classification and Prediction using MRI Brain ConnectivityFrom25 Jan 2021 → 6 Oct 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Brain Lesion Segmentation and Detection on Multi-parametric MRI Data: Marrying Deep Learning with Low-rank FactorizationFrom15 Jun 2019 → 15 May 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Improving Robustness and Reliability in Neonatal Brain MonitoringFrom1 Apr 2019 → 21 Jun 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Applications of Machine Learning in Pulmonology: Tools for Clinical Decision MakingFrom1 Mar 2019 → 25 Jan 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- INtegrating Functional Assessment measures for Neonatal SafeguardFrom1 Jan 2019 → 31 Dec 2023Funding: H2020-EU.1.3.- EXCELLEN SCIENCE - Marie Skłodowska-Curie actions
- Discreet, personalised epileptic seizure detection deviceFrom1 Jan 2019 → 31 Dec 2021Funding: H2020 - European Institute of Innovation and Technology
- INtegrating Magnetic Resonance SPectroscopy and Multimodal Imaging for Research and Education in MEDicineFrom1 Jan 2019 → 30 Jun 2023Funding: H2020 - Skills and Career Development (Marie Sklodowska-Curie) actions
- Advances in Unobtrusive Monitoring of Sleep Apnea using Machine LearningFrom12 Jun 2017 → 21 Oct 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Nano4SportsFrom1 Jan 2017 → 31 Dec 2019Funding: Activities of International Cooperation
- Development of a novel diagnostic medical device to assess gastric motility.From1 Oct 2016 → 30 Sep 2018Funding: IOF - Industrial Research Fund
Publications
551 - 560 of 660
- Does a prediction model for pregnancy of unknown location developed in the UK validate on a US population?(2010)
Authors: Ben Van Calster, Sabine Van Huffel, Dirk Timmerman, Tom Bourne
Pages: 2434 - 2440 - Stress during pregnancy: Is the autonomic nervous system influenced by anxiety?(2010)
Authors: Steven Vandeput, Devy Widjaja, Bea Van den Bergh, Sabine Van Huffel
Pages: 725 - 728 - Detection of epileptic seizures using video data(2010)
Authors: Kris Cuppens, Bart Vanrumste, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
Pages: 372 - 373 - Exploration of the CP decomposition combined with SVD analysis for neonatal oscillatory seizure localization(2010)
Authors: Wouter Deburchgraeve, Maarten De Vos, Sabine Van Huffel
Pages: 473 - 478 - On the best low multilinear rank approximation of higher-order tensors(2010)
Authors: Mariya Ishteva, PA Absil, Sabine Van Huffel, Lieven De Lathauwer, M Diehl, F Glineur, E Jarlebring, W Michiels
Pages: 145 - 164 - A mimicking approach for human epileptic seizure detection(2010)
Authors: Borbála Hunyadi, Maarten De Vos, Wim Van Paesschen, Sabine Van Huffel
Pages: 1 - 4 - Accurate R Peak Detection and Advanced Preprocessing of Normal ECG for Heart Rate Variability Analysis(2010)
Authors: Devy Widjaja, Steven Vandeput, Bea Van den Bergh, Sabine Van Huffel
Pages: 533 - 536 - NeuroMath: advanced methods for the estimation of human brain activity and connectivity(2010)
Authors: Katrien Vanderperren, Sabine Van Huffel, Bart Vanrumste
Pages: 121 - 121 - Neuromath(2010)
Authors: Katrien Vanderperren, Bart Vanrumste, Sabine Van Huffel
Pages: 121 - 192 - Decomposition Methods With Applications in Neuroscience (Decompositietechnieken met toepassingen in de neurowetenschappen)(2009)
Authors: Maarten De Vos, Sabine Van Huffel, Lieven De Lathauwer, Wim Van Paesschen
Patents
1 - 1 of 1