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
41 - 50 of 660
- Classification with a Deferral Option and Low-Trust Filteringfor Automated Seizure Detection(2021)
Authors: Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, Sabine Van Huffel, Maarten De Vos
- Relationship between early functional and structural brain development and brain injury in preterm infants(2021)
Authors: Ofelie De Wel, Sabine Van Huffel, Mario Lavanga, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers
Pages: 556 - 568 - Capacitively-coupled ECG and respiration for the unobtrusive detection of sleep apnea(2021)
Authors: Margot Deviaene, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
- Automatic Artifact Removal of Resting-State fMRI with Deep Neural Networks(2021)
Authors: Christos Theodoropoulos, Christos Chatzichristos, Sabine Van Huffel
Pages: 1 - 6 - Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG(2021)
Authors: Jonathan Moeyersons, John Morales Tellez, Amalia Villa Gómez, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
- Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex(2021)
Authors: Mario Lavanga, Jessie De Ridder, Lieven Lagae, Sabine Van Huffel, Alexander Caicedo Dorado
- Kernelized sparse bayesian matrix factorization(2021)
Authors: Sabine Van Huffel
Pages: 391 - 404 - Automatic Quality Assessment of Capacitively-Coupled Bioimpedance Signals for Respiratory Activity Monitoring(2021)
Authors: Bertien Buyse, Dries Testelmans, Carolina Varon Perez, Sabine Van Huffel
- Maturation of the autonomic nervous system in premature infants: estimating development based on heart-rate variability analysis(2021)
Authors: Mario Lavanga, Elisabeth Heremans, Jonathan Moeyersons, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel, Alexander Caicedo Dorado
- icobrain ms 5.1: Combining unsupervised and supervised approaches for improving the detection of multiple sclerosis lesions(2021)
Authors: Mladen Rakic, Sabine Van Huffel, Frederik Maes
Patents
1 - 1 of 1