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
31 - 40 of 660
- Gastric accumulation of enteral nutrition reduces pressure changes induced by phasic contractility in an isovolumetric intragastric balloon(2021)
Authors: Nick Goelen, Vincent Vandecaveye, John Morales Tellez, Sabine Van Huffel, Jan Tack, Pieter Janssen
- Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients(2021)
Authors: Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Pages: 1 - 13 - Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation(2021)
Authors: John Morales Tellez, Jonathan Moeyersons, Sabine Van Huffel, Carolina Varon Perez
Pages: 1882 - 1893 - The effect of early procedural pain in preterm infants on the maturation of electroencephalogram and heart rate variability(2021)
Authors: Mario Lavanga, Bieke Bollen, Anneleen Dereymaeker, Katrien Jansen, Els Ortibus, Sabine Van Huffel, Gunnar Naulaers
Pages: 1556 - 1566 - Multimodal Epileptic Seizure Detection: Towards a Wearable Solution(2021)
Authors: Kaat Vandecasteele, Sabine Van Huffel, Borbála Hunyadi, Wim Van Paesschen
- Utility metric for unsupervised feature selection(2021)
Authors: Amalia Villa Gómez, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon Perez
- Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach(2021)
Authors: Nick Seeuws, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
- Advanced Tools for Ambulatory ECG and Respiratory Analysis(2021)
Authors: Jonathan Moeyersons, Sabine Van Huffel, Carolina Varon Perez, Rik Willems
- Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data.(2021)
Authors: Simon Van Eyndhoven, Patrick Dupont, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel
- Linear and Non-linear Quantification of the Respiratory Sinus Arrhythmia Using Support Vector Machines(2021)
Authors: Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon Perez
Patents
1 - 1 of 1