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 → 21 Nov 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-EU.1.3.- EXCELLEN SCIENCE - Marie Skłodowska-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
1 - 10 of 671
- Coupling between Regional Oxygen Saturation of the Brain and Vital Signs during Immediate Transition after Birth(2024)
Authors: Sabine Van Huffel, Gunnar Naulaers
Pages: 421 - 430 - Resting state electroencephalographic brain activity in neonates can predict age and is indicative of neurodevelopmental outcome(2024)
Authors: Anneleen Dereymaeker, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel, Maarten De Vos
Pages: 226 - 235 - Automation of Preoperative Planning for Total Knee Arthroplasty using Machine Learning(2024)
Authors: Adriaan Lambrechts, Sabine Van Huffel, Frederik Maes
- 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: Sebastian Ingelaere, 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 - Factorizer: A scalable interpretable approach to context modeling for medical image segmentation(2023)
Authors: Pooya Ashtari, Lieven De Lathauwer, Frederik Maes, Sabine Van Huffel
- 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
Patents
1 - 1 of 1